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ARTIKEL PROSEDING TERINDEKS SCOPUS

Nama Seminar

Penulis

No. Perihal Tanggal

Judul Artikel : The characteristics of bamboo image extraction as an environmentally friendly material

: 6th International Conference on Mathematics, Science, and Education Judul Proseding : Journal of Physics: Conference Series, Volume 1567, 6th International Conference on Mathematics, Science, and Education (ICMSE 2019)

Volume 1567, 2019, Publish Juli 2020, ISSN: 1742-6596

Pelaksanaan : Semarang, 9-10 Oktober 2019

: Khoiriya Latifah, Abdul Rochim, Joko Siswanto, Bambang Supriyadi

1. Bukti konfirmasi submit Abstrak 17 September 2019

2. Konfirmasi Abstrak di setujui 25 September 2019

3. Bukti Pembayaran 5 Oktober 2019

4. Bukti Upload Full Paper 5 Oktober 2019

5. Bukti Undangan untuk presentasi pada seminar ICMSE 2019 8 Oktober 2019 6. Bukti konfirmasi artikel published online 1 Juli 2020

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Regards

Khoiriya Latifah

Universitas PGRI Semarang, Indonesia

Dari: Khoiriya Latifah ([email protected]) Kepada: [email protected]

Tanggal: Selasa, 17 September 2019 11.20 GMT+7

KHOIRIYA LATIFAH..docx 110.5kB

Dear team editor ICMSE

I have submitted my article about The characteristics of bamboo image extraction as an environmentally friendly material, Hopefully it will get a response and be published soon.thank you very much

Submit Article ICMSE

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Your abstract :

Topic:

Science

Dear Khoiriya Latifah

Title:

The characteristics of bamboo image extraction as an environmentally friendly material

Authors:

Khoiriya Latifah, Abdul Rochim, Joko Siswanto, Bambang Supriyadi Institutions:

Universitas PGRI Semarang, Indonesia Jl. Sidodadi Timur No. 24 Semarang Indonesia 50125 email:[email protected]

Content:

Bamboo is an environmentally friendly material. Various types of bamboos thrive in Indonesia. To differentiate good types of bamboos, this study uses the K-Means color segmentation method and shape measurement. Due to bamboo has fibers content and fibers adhesive which reflected the quality of bamboo. Then the research uses the morphological parameters of area and perimeter as a feature of size. The analysis is carried out on 45 bamboo images, namely 15 Wulung bamboo images, 15 Petung bamboo images and 15 Ori bamboo images. Based on the test results obtained, there are as many as 0.6 accurate images. The testing uses 15 types of bamboo imagery. The bamboo which has the largest fiber size is Wulung bamboo and then followed by Petung bamboo and the smallest is Ori bamboo.

Dari: ICMSE ([email protected]) Kepada: [email protected]

Tanggal: Rabu, 25 September 2019 12.24 GMT+7

Abstract ID:

CS-03

Please use this "Abstract ID" in all correspondence (instead of abstract title).

[CS-03] Abstract Edited

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Thank you.

---

Listed in Indonesia Conference Directory | http://ifory.net

Automated Conference System provided by Konfrenzi | http://konfrenzi.com Best Regards,

ICMSE 2019 Organizing Committee Website : http://icmseunnes.com Email: [email protected]

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Announcement

Dear Presenters,

Your abstract has been reviewed. Please kindly login to your account to check wheteher your abstract should be revised or not. Then the next step is uploading the receipt of presenters' payment. The last please upload the full paper.

Dari: ICMSE ([email protected]) Kepada: [email protected]

Tanggal: Jum'at, 27 September 2019 13.04 GMT+7

Regard,

Admin of ICMSE

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Announcement

Dears presenters,

For further information please contact : Admin ICMSE

Stephani (0818 0584 4994)

Dari: ICMSE ([email protected]) Bcc: [email protected]

Tanggal: Sabtu, 5 Oktober 2019 11.36 GMT+7

Please, kindly login to your account to upload your payment receipt and full paper no late than October 6, 2019.

The details of payment are:

First Author: Rp. 2.750.000,-

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We have received the submission of your file.

Type:

full_paper

Thank you very much.

---

Listed in Indonesia Conference Directory | http://ifory.net

Automated Conference System provided by Konfrenzi | http://konfrenzi.com Topic:

Science

Dear Khoiriya Latifah

Presenter:

Khoiriya Latifah

[CS-03 FULL_PAPER] File Submitted to ICMSE 2019

Abstract ID:

CS-03 Title:

The characteristics of bamboo image extraction as an environmentally friendly material

Authors:

Khoiriya Latifah, Abdul Rochim, Joko Siswanto, Bambang Supriyadi

Best Regards,

ICMSE 2019 Organizing Committee Website : http://icmseunnes.com Email: [email protected]

Dari: ICMSE ([email protected]) Kepada: [email protected]

Tanggal: Sabtu, 5 Oktober 2019 15.13 GMT+7

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We have received the submission of your file.

Type:

payment_proof

The Payment Receipt can be downloaded directly from your account, once your payment has been confirmed.

Thank you.

---

Listed in Indonesia Conference Directory | http://ifory.net

Automated Conference System provided by Konfrenzi | http://konfrenzi.com Topic:

Science

Dear Khoiriya Latifah

Presenter:

Khoiriya Latifah

[CS-03 PAYMENT_PROOF] File Submitted to ICMSE 2019

Dari: ICMSE ([email protected]) Kepada: [email protected]

Tanggal: Sabtu, 5 Oktober 2019 16.23 GMT+7

Abstract ID:

CS-03 Title:

The characteristics of bamboo image extraction as an environmentally friendly material

Authors:

Khoiriya Latifah, Abdul Rochim, Joko Siswanto, Bambang Supriyadi

Paid amount:

IDR 2750000 Transfer date:

2019.10.5

Best Regards,

ICMSE 2019 Organizing Committee Website : http://icmseunnes.com Email: [email protected]

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Announcement

Dari: ICMSE ([email protected]) Bcc: [email protected]

Tanggal: Selasa, 8 Oktober 2019 11.33 GMT+7

Dear Presenters of the ICMSE 2019,

We hope this email finds you well. We would like to inform you the rundown of ICMSE 2019 and the parallel session distribution. Please kindly attach the attachment below. To add, the presentation will be done not more than 7 minutes.

Please do not hesitate to contact us for more information

*Stephani (0818 0584 4994)

with best regards,

Your the ICMSE 2019 Organizers

ICMSE.pdf 4.9 MB

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Guidebook

The 6 International Conference

th

on Mathematics, Science, and Education

October 9-10, 2019

Harris Hotel Semarang, Indonesia Commercialising Innovative Research in Science, Mathemathics, and Education for Addressing Industrial 4.0 Era

ICMSE 2019

Organized by:

Supported by:

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Harris Hotel Semarang, Indonesia

The 6th International Conference on Mathematics, Science, and Education

ICMSE 2019

9 - 10 October 2019

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P R E F A C E

Good morning,

It is my great pleasure to welcome you to the Sixth International Conference on Mathematics, Science, and Education (ICMSE) 2019 organized by Faculty of Mathematics and Natural Sciences Universitas Negeri Semarang (UNNES). This conference is designed as the annual meeting to share knowledge and product of research. By choosing the theme of “Commercialising Innovative Research in Science, Mathemathics, and Education for Addressing Industrial 4.0 Era”, we hope that this conference will encourage and facilitate the researchers, teachers, and experts in mathematics and science areas to promote their research results. We also invite several keynote speakers from the relevant field of study to share their expertise related to the conference theme.

Additionally, it is encouraging to note that ICMSE 2019 involves participants from various departments and research groups of the faculty who have contributed as the special session chairs.

This cross-department initiation allows members to upgrade and relate their expertise as academicians in the field of mathematics and science. This in turn encourages better research collaboration in mathematics and science and their related field for researchers, teachers, and experts.We expect to have 300 participants from several countries in Asia, Europe, and Australia in this conference.

This conference will not be possible without the support from the FMIPA, International Seminar Grant from Dikti, Journal Editors, and the Rector of UNNES. Thanks to all of you. I wish also to thank all members of the organizing committee for your good work, patience, commitment for succeeding this conference

Semarang, 9 October 2019 Chairman

Dr. Jumaeri, M.Si

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The 6

th

International Conference on Mathematics, Science, and Education (ICMSE 2019)

Day 1 : Wednesday, 9 October 2019; Opening ceremony and Plenary Session

Time (WIB) Event

07.00-08.30 Registration

08.30-09.00 Opening Ceremony

09.00-09.15 The Address of Rector of Universitas Negeri Semarang Prof. Dr. Fathur Rokhman, M.Hum.

09.15-09.35 Speech of Director for Research and Community Service,

Minister for Research, Technology, and Higher Education, Republic of Indonesia Prof. Dr. Ocky Karna Radjasa, M.Sc.

09.35-10.00 Coffee Break & Poster Session

Plenary Session 1

10.00-11.15 Prof. Dr. Hirotoshi Tamura

Faculty of AgricultureKagawa UniversityJapan Prof. Dr. Fahrul Zaman Bin Huyop

Faculty of ScienceUniversiti Teknologi MalaysiaMalaysia dr. Rizki Edmi Edison, Ph.D.

Ilmu Kesehatan MasyarakatUniversitas Muhamadiyah Prof. Dr.

HAMKAIndonesia

Moderator: Fidia Fibriana, S.Si., M.Sc.

Plenary Session 2

11.15-12.30 Dr. Mary Margaret Thomas

Prodi Pendidikan IPA (International Program on Science Education)–UPI Prof. Dato' Dr Muhammad Yahaya

Institute of Microengineering and Nanoelectronics (IMEN) and School of Applied Physics –Universiti Kebangsaan Malaysia

Muhammad Alauhdin, Ph.D.

Chemistry –Universitas Negeri Semarang

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Day 1 : Wednesday, 9 October 2019; Parallel Session 1

Parallel Session 1

Rooms R-01 R-02 R-03 R-04 R-05 R-06 R-07 R-08 Chairman Ch-01 Ch-02 Ch-03 Ch-04 Ch-05 Ch-06 Ch-07 Ch-08 13.30-13.45 B-01 C-01 P-01 M-01 ME-01 ME-15 CS-01 SE-01 13.45-14.00 B-02 C-02 P-02 M-02 ME-02 ME-16 CS-02 SE-02 14.00-14.15 B-03 C-03 P-03 M-03 ME-03 ME-17 CS-03 SE-03 14.15-14.30 B-04 C-04 P-04 M-04 ME-04 ME-18 CS-04 SE-04 14.30-14.45 B-05 C-05 P-05 M-05 ME-05 ME-19 CS-05 SE-05 14.45-15.00 B-06 C-06 P-06 M-06 ME-06 ME-20 CS-06 SE-06 15.00-15.30 Coffee Break & Poster Session

15.30-15.45 B-07 CE-01 P-07 M-07 ME-07 ME-21 CS-07 SE-07 15.45-16.00 B-08 CE-02 P-08 M-08 ME-08 ME-22 CS-08 SE-08 16.00-16.15 B-09 CE-03 P-09 M-09 ME-09 ME-23 CS-09 SE-09 16.15-16.30 B-10 CE-04 P-10 M-10 ME-10 ME-24 CS-10 SE-10 16.30-16.45 B-11 CE-05 P-11 M-11 ME-11 ME-25 CS-11 SE-11 16.45-17.00 B-12 CE-06 P-12 M-12 ME-12 ME-26 CS-12 SE-12 17.00-17.15 B-13 CE-07 P-13 M-13 ME-13 ME-27 CS-13 SE-13 17.15-17.30 B-14 CE-08 P-14 M-14 ME-14 ME-28 CS-14 SE-14

Chairperson name

Code Room Name Code Room Name

Ch-01, R-01 R. Susanti Ch-05, R-05 Ary Wibowo

Ch-02, R-02 Sri Kadarwati Ch-06, R-06 Zaenal Abidin Ch-03, R-03 Prasetyo Listiaji Ch-07, R-07 Kholiq Budiman Ch-04, R-04 Iqbal Kharisudin Ch-08, R-08 Ellianawati

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Day 2 : Thursday, 10 October 2019; Parallel Session 2

Parallel Session 2

Rooms R-01 R-02 R-03 R-04 R-05 R-06

Chairman Ch-09 Ch-10 Ch-11 Ch-12 Ch-13 Ch-14

08.00-08.15 B-15 C-07 P-15 M-15 ME-29 SE-15

08.15-08.30 B-16 C-08 P-16 M-16 ME-30 SE-16

08.30-08.45 B-17 C-09 P-17 M-17 ME-31 SE-17

08.45-09.00 B-18 C-10 P-18 M-18 ME-32 SE-18

09.00-09.15 B-19 C-11 P-19 M-19 ME-33 SE-19

09.15-09.30 B-20 C-12 P-20 M-20 ME-34 SE-20

09.30-09.45 B-21 C-13 P-21 M-21 ME-35 SE-21

09.45-10.15 Coffee Break & Poster Session

10.15-10.30 B-22 C-14 P-22 M-22 ME-36 SE-22

10.30-10.45 B-23 C-15 P-23 M-23 SE-29 SE-23

10.45-11.00 B-24 C-16 P-24 M-24 SE-30 SE-24

11.00-11.15 B-25 C-17 ME-37 SE-31 SE-25

11.15-11.30 B-26 ME-38 SE-32 SE-26

11.30-11.45 CS-15 ME-39 SE-33 SE-27

11.45-12.00 CS-16 ME-40 SE-34 SE-28

Chairperson name

Code Room Name Code Room Name

Ch-09, R-01 R. Susanti Ch-12, R-04 Muhammad Kharis

Ch-10, R-02 Kholiq Budiman Ch-13, R-05 Zaenal Abidin

Ch-11, R-03 Prasetyo Listiaji Ch-14, R-06 Risa Dwita Hardianti

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Poster Presentation

1. All posters will be displayed during the conference day.

2. Presenters should be stand up near their poster when the poster presentation time

3. The poster session will take place as scheduled.

4. Certificate as presenter will be given to presenter/s who presented the poster at the end of the conference.

Physical Dimension

a. X-banner poster should be printed in size 60 x 160 cm.

b. Poster presenters are requested to print their own poster, to bring x-banner stand portable, and to carry it to the conference.

c. The contents of x-banner poster are logo of 6th ICMSE, title, name and affiliation of authors, introduction, methods, results, conclusion, references, acknowledgement, and Bibliography.

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Poster layout example

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LIST OF TITLE AND AUTHOR

Code Title and Author

Biology (B)

B-01 The Use of Eggshell Powder as Calcium Source in Stabilizing Expansive Soil Using Bacillus subtilis

M Sugata, J Widjajakusuma, A Augestasia, A Zacharia, T J Tan

B-02 Mutation Identification of Unreported and Reported Mutation Profile in Exon 7 of N-Acetylgalactosamine-6-Sulfates (GALNS) Gene of

Mucopolysaccharidosis type IV A (MPS IVA) Patients in Indonesia

Lestari I.C., Priambodo R., Ariani Y., Hafifah C.N., Abinawanto, Sjarif D.R.

B-03 Effects of Chitosan on Sperm Quality of Lead Acetate-Induced Rats Aditya Marianti, Wiwi Isnaeni

B-04 Process Design for Bioconversion of Cassava Stalk through Solid Substrate Fermentation

Pramesti Dewi

B-05 Subcloning of Gene Encoded Thermostable Lipase (LK1) and Its Heterologous Expression in Pichia pastoris GS115

Baiq Repika Nurul Furqan, Akhmaloka, Imam Syahputra Yamin

B-06 In vitro Culture of Local Isolate Semarang Entomopathogenic Nematodes on Insect Powder Media

P. Widiyaningrum, B. Priyono, N. Subekti, F.I. Adzikri, M. Khasanah

B-07 Detection of Heavy Metal Contamination in Domestic Duck From Central Java

R. Susanti, Karima Widiyastuti, Ari Yuniastuti, Fidia Fibriana

B-08 Toxicity of Essential Oils Against Termite Macroterems gilvus Hagen (Blattodea: Termitidae)

Niken Subekti, Saniaturrohmah

B-09 High Flavonoid Soybean Diversification Products Through The Application of Technology Innovation Fortification and Suplementation

Siti Harnina Bintari

B-10 Lipid Profile Comparison of atherosclerosis rats after tomato extract and atorvastatin supplementation

Retno Sri Iswari, Aprilia Indra Kartika, Muchamad Dafip

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B-11 Identification Of ATP6 Gene Mutation from Cimahi Clinical Isolates Rina Budi Satiyarti, Rizki Ramadhan, Rahmaniar Mulyani

B-12 The Correlation Between Total Antioxidant Status with Malondialdehyde and Caspase 3 Epididymal Fluid Type 2 Diabetic Rats and Non Diabetic Wulan Christijanti, Achmad Zulfa Juniarto, Lisyani B Suromo

B-13 In Vitro Assay of Salmonella typhi Growth Inhibition by Extract of Cane Leaves

A V Amalia, K K Pukan, N Setyawati, T Widiatningrum

B-14 Insecticidal activity of some plant essential oil extracts against Alphitobius diaperinus pest causing Avian influenza

Niken Subekti, Shinta Hedy Cahyaningrum

B-15 Hatchability Genotype of Central Javanese Local Ducks Based on Ovomucoid Gene

R. Susanti, Ari Yuniastuti

B-16 Comparative Study of Collembola Community on Burnt Forest Areas and Unburnt Forest Areas in Ijen Crater Nature Park Banyuwangi

Suhadi, Agus Dharmawan, Wiladatus Sakdiyah, and Anisa Meilia Ashoffi B-17 The Detection of Pork Contamination in the Beef Sausage Products in

Yogyakarta City with Polymerase Chain Reaction Method Vallery Athalia Priyanka, Susana Ristiarini, Pramana Yuda

B-18 Comparison and Characteristics of Antioxidant Components of Traditional Herbal Medicine Hygienically Produced

Ely Rudyatmi and Siti Harnina Bintari

B-19 The effectiveness of the termite queen Macrotermes gilvus for sperm repair in infertile mice

Putri Indrawati, Niken Subekti

B-20 The allele frequency of C825T GNB3 gene in hypotension

Nugrahaningsih WH, Irma Susanti, R Susanti, Yustinus Ulung Anggraito B-21 Analysis of Malondialdehyde and Superoxide Dismustase Levels After

Exposure of Electric Cigarette In Rats Lisdiana and Izzatun Nufus

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B-23 Characteristic of Mask Gel Peel Off of the Mangosteen Peel (Garcinia mangostana L.) from Muncul Area, Banten Province with Varying Concentration

Priyanti, Tri Partuti

B-24 Analysis of amino acids in termite colonies of Macrotermes gilvus Hagen (Blattodea: Termitidae)

Niken Subekti, Putri Indrawati

B-25 Utilization of Water Hyacinth (Eichornia Crassipes) for Improvement of Do, Bod and Cod Quality of Crude Oil Waste in Wonocolo Bojonegoro

Lukman Ari Bahtiar, Jafron Wasiq Hidayat, Maryono

B-26 Secondary Metabolites from Callus Culture of Elaeocarpus grandiflorus Noor Aini Habibah, Nugrahaningsih WH, Y. Ulung Anggraito, Yosa Triana, Fajar Mustafa, Khoirul Mukhtar, Nur Wijayanti

Chemistry (C)

C-01 Determination of the Water Quality of Pindol River as a Source of Irrigation Water in Bolaang Mongondow District, North Sulawesi Province

Sofia Wantasen

C-02 Antioxidant Activity and Total Phenolic Content of Three Varieties of Ginger in Infusion and Decoction Extraction Method

Nurul Mahmudati

C-03 Used cooking oil catalytic cracking using chromium ion-exchanged carbon (Cr-Carbon) catalyst

Nazarudin,O Alfernando, and S Fitri

C-04 Feasibility study on the utilization of mahogany (Swietenia macrophylla King) wood as a raw material in the bio-oil production

Sri Kadarwati, Taufiq Qurrochman, Cepi Kurniawan, Jumaeri, Kasmui C-05 Synthesis and characterization of electrospun fiber chitosan/polyvinyl

alcohol and polyvinylpyrrolidone

Jumaeri, Dimas Restu Ulul Albab, Harjono, Jan Setiawan,and Pranjono C-06 Synthesis and Characterization Compound Bio Active from Cocoa Shell Fruit

with Pyrolysis Process

Mohammad Wijaya, Muhammad Wiharto, Army Auliah

C-07 Proximate Analysis of Soybean and Red Bean Cookies According to Standar Nasional Indonesia (SNI)

Willy Tirza Eden, Chesar Oktaviana Rumambarsari

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C-08 Thermal Cracking of Polyethylene Terepthalate (PET) Plastic Waste O Alfernando, FDA Nugraha,IG Prabasari,M Haviz,Nazarudin

C-09 The Influence of Mass Graphene Oxide and Microwave Power to Graphene Synthesis by Microwave Irradiation

Alfi Nurul Amalia, Endah Fitriani Rahayu

C-10 The application of liquid and solid organic fertilizer from tilapia fish waste as continued nursery fertilizer for Central Sulawesi Superior Jackfruits Tulo-5 and Beka-3

Vanny M.A. Tiwow, Adrianton, Paulus Hengky Abram

C-11 Application of Water Hyacinth based Activated Carbon with NaOH

Activation using Microwave and Conventional Heating fo Remazol Brilliant Blue Adsorption

R Hanifah, I G F Prakasita, A Rosadi, W Astuti

C-12 Used cooking oil catalytic cracking using chromium-impregnated carbon (Cr-Carbon) catalyst

Nazaruddin, I G Prabasari, A Oktadio

C-13 Making Bioethanol from Pulp and Cassava Skin by Fermentation Process with Saccharomyces cerevisiae Microorganism

Andhina putri, Fidia Febriana and Ni LuhTirtasari

C-14 Microencapsulation Glucosamine Chitosan from Shell Clams Dara (Tegilalarca granosa)

Sofia Kusuma Ramandanti

C-15 Photostability and solubility study of Curcumin in the presence of Co(II)- and Cu(II)-ions

Cepi Kurniawan, Annisa Lestari, Yusup Nugi Nugraha, F. Widhi Mahatmanti, Sutikno, Hadariah Bahron, Shahrul Nizam Ahmad

C-16 The Xylitol Production Efficiency From Corn Cob Waste By Using Stirred Tank Bioreactor-Tubular Loop Liquid Emulsion Membrane (LEM)

Fahmi Arifan, Sri Risdhiyanti Nuswantari

C-17 Catalytic Cracking of Polyethylene Terephthalate (PET) Plastic Waste and Palm Fibers Mixtures Using Ni-USY Zeolite Catalyst

Nazarudin, N Jayanti, O Alfernando, IG Prabasari, Ulyarti, Rozie Sarip

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Chemical Education (CE)

CE-01 The Effectiveness of the Quizizz Interactive Quiz Media as an Online Learning Evaluation of Physics Chemistry 1

Leony Sanga Lamsari Purba

CE-02 The Effectiveness of Nature-Based Practicum Worksheet on Acid-Base Titration Material towards Students’Science Process Skills

Murbangun Nuswowati, Amalia Azzahra and Eli Purwanti

CE-03 Analysis students’scientific arguments based on chemical representation level in the cases of metal reactions

C Z Subarkah, A M Hakim, R Aisyah

CE-04 Problem solving skills improvement and the impact on students’learning outcomes: Learning based e-project

Nelius Harefa, Leony Sanga Lamsari Purba

CE-05 Skills to Argue: Using Socio-scientific Issues and Argument-based Learning to Promote University Students’Argumentation Skills in Chemistry

Muhammad Haris Effendi-Hasibuan, Abu Bakar, Harizon

CE-06 Profile Of Misconception in Particulate Level of Acid Base Subject Endang Susilaningsih, Murbangun Nuswowati, Masya Marchelina Natasukma

CE-07 Nanoenkapsulation of Kersen Leaf Extract (Muntingia Calabura) as Antihyperglicemic for Diabetes Mellitus

Siti Marfuah, Anindita Kurniawati, Anggita Setyaningrum

CE-08 Implementation of Collaborative Learning Model Based on Exe-Learning Media on Generic Science Skills of Prospective Teacher

Nelius Harefa, Leony Sanga Lamsari Purba, Elferida Sormin

Computer Science (CS)

CS-01 The Use of Extended ADDIE Model to Re-Create Academic Information Systems to Improve User Satisfaction

Jefri Marzal, Edi Saputra, Tri Suratno, Mauladi, Saharudin, Edi Elisa CS-02 Plasmodium Classification on Red Blood Cells Image using Multiclass

Support Vector Machines

Soya Febeauty Yama Otantia Pradini, Alhadi Bustamam, Zuherman Rustam

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CS-03 The Characteristics of Bamboo Image Extraction as an Environmentally Friendly Material

Khoiriya Latifah, Abdul Rochim, Joko Siswanto, Bambang Supriyadi CS-04 OCR and LSTM Neural Network Approach for Book Classification by

Librarians

Yesy Diah Rosita, Yanuarini Nur Sukmaningtyas

CS-05 Development of Internal Quality Audit Software with ISO 9001

Much Aziz Muslim, Devi Ajeng Efrilianda, Anggyi Trisnawan Putra, Aji Purwinarko

CS-06 (Change to PP-03)

Teachers’perceptions of their use of SPADA Brightspace: A professional education for in-service teacher context

Riza Arifudin, Zaenal Abidin

CS-07 Automated Vending Machine with IoT Infrastructure for Smart Factory Application

Dian Tri Wiyanti, Muhammad Nur Alim

CS-08 Mapping the use of expert system as a form of cloud-based digital forensics development

Erika Ramadhani

CS-09 Enhanced security AES algorithm using modification of transformation ShiftRows and dynamic S-box

Alamsyah, B Prasetiyo, and M N Ardian

CS-10 Intention to Utilize the Mobile Application of Whistle-Blowing Systems in the Indonesian Ministry of Health

Lutfiyah Rizqulloh, Wahyu Sulistiadi, Al Asyary

CS-11 Disaster Recovery Planning With Distributed Replicated Block Device in Synchronized API Systems

Kholiq Budiman, Florentina Yuni Arini, Endang Sugiharti

CS-12 Acceptance of Digital Immigrant Lecturers to E-Learning University of Jambi: An Application of UTAUT Model

Jefri Marzal, Edi Saputra, Reni Aryani, Saharudin

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CS-14 UNNES MOOCs: What strengths does the University have and the society needs?

A N Cahyono, A Munawar

CS-15 Expert System To Determine Healthy Food Menu For Heart And Cardiovascular Disease Therapy

Elyza Gustri Wahyuni, Naufal Haritsah

CS-16 Ant Colony Algorithm for Determining Dynamic Travel Routes Based on Traffic Information from Twitter

Edy Subowo, Eko Sediyono, and Farikhin

Mathematics (M)

M-01 Application of the Spatial Empirical Best Linear Unbiased Prediction Method for Estimating per Capita Expenditure in Lampung Province Widiarti, Dhenty Dwi Oktafiani, Dian Kurniasari

M-02 Dynamic Model of Disease Spread With Two Infection Stage Utti Marina Rifanti

M-03 Probabilistic quadratic programming model for Sewon, Bantul facultative ponds optimization

Sunarsih, Sutrisno

M-04 Improvement Students’Achievement in Elementary Linear Algebra Trough APOS Theory Approach

I Made Arnawa, Yerizon, and Sri Nita

M-05 The Convergence Analysis in Central Java Province (An Approach for Unconditional and Conditional)

S Subanti, A R Hakim, A Rahman, C Aditya, and R A Pratama

M-06 Risk Assessment of Diarrheal Using Spatial Shared Component Random Intercept Model for Men and Women Groups

I G N M Jaya, B Tantular, B N Ruchjana, Y Andriyana

M-07 Stackelberg Scheme in Vendor–Buyer Inventory Model for Imperfect Quality Product with Partial Backordering

Rubono Setiawan, Henny Ekana Ch.

M-08 DKI Jakarta Vegetable Food Commodity Inflation Modeling with Tsclust Approach using K-Error Method

I Made Sumertajaya, Muhammad Nur Aidi, Emeylia Safitri, Yeni

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Rahkmawati

M-09 Analysis of The Aggregation Claim Number Distributed Poisson with Amount of Claims Distributed Gamma and Rayleigh

Rudi Ruswandi, Aang Nuryaman, and Subian Saidi

M-10 Mathematical Model of Leptospirosis Epidemics with the Effect of Vaccination on Animals in Constant Populations

Tegar Arifin Prasetyo, Roberd Saragih, Dewi Handayani

M-11 Deep convolutional neural networks for the detection of macular diseases from optical coherence tomography images

Iqbal Kharisudin, Mien Fatimah Az-zahra, Endang Retno Winarti, Budi Waluya

M-12 Analysis of Proving Theorems Ability as The Meta-Global Level in Algebraic Thinking on Lecture Introduction to Algebraic Structures

Mashuri, S.B. Waluya, Rochmad, Isnarto

M-13 The Improvement of Mathematical Communication Skill (MCS) Through Project Based Learning With Stem Strategy

D. Prabaningrum dan S. B. Waluya

M-14 An Application of Interregional Effect on Central Java Province Economy (Interregional Input Output Approach)

Sri Subanti, Arif Rahman Hakim, Asri Laksmi Riani, Inaki Maulida Hakim, and BRM Bambang Irawan

M-15 Analysis of global stability of HIV/AIDS epidemic model in homogeneous community

Sutimin, Siti Khabibah, Dita Anies Munawwaroh, R. Heri Soelistyo U , Anindita Henindya P

M-16 Genetic Algorithm and Particle Swarm Optimization (PSO) for Big Vehicle Problem at PT Susu Murni Nasional Indonesia

Tegar Arifin Prasetyo, Roberd Saragih, Dewi Handayani

M-17 Modeling of Three Crossroad Traffic Flow Queuing Systems Using Max-Plus Algebra

Margaretha N P Janu, Andy Rudhito

M-18 On the periodic solution of an oscillator that describe vibration of cable

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M-20 Similarity Evaluation of Model Selection Criteria in Forecasting Animal Food and Processed Product Commodities Inflation with TSClust Approach

Muhammad Nur Aidi, I Made Sumertajaya, Yeni Rahkmawati

M-21 Mathematical Creative Thinking Ability in Learning Creative Problem Solving Viewed From Gender

Wahyu Ning Dewi Kumalaretna, Kartono, Iwan Junaedi, Scolastika Mariani M-22 Flying Multi Agent Control For Detect an Object

R. Heru Tjahjana

M-23 Optimal Control on the Mathematical Models of Dengue Epidemic by Giving Vaccination and Repellent Strategies

Tegar Arifin Prasetyo, Roberd Saragih, Dewi Handayani

M-24 Students’Multiple Intelligence in Visualization of Mathematics Problem Solving

St. Zulaiha Nurhajarurahmah

Mathematics Education (ME)

ME-01 Fragmentation of Thinking Structure: Concept Construction and Problem Solving in Geometry of Junior High School Students

Arum N W, B Usodo, Sutopo. Rubono S, Ira K, Yemi K, Isyfan I A ME-02 Development of Assesment Instruments to Measure Quality of

MOOC-Platform In Engineering Mathematics 1 Course

Ika Yuniwati, Aprilia Divi Yustita, Siska Aprilia Hardiyanti and I Wayan Suardinata

ME-03 Critical Thinking Skills based on Mathematical Dispositions in Problem-Based Learning

B E Susilo, D Darhim, and S Prabawanto

ME-04 Teachers’Belief of Mathematical Literacy Based on Local Culture: Case Study of Junior High School Mathematics Teacher

Sri Wulandari Danoebroto, Suyata, Jailani

ME-05 Higher Order Thinking Skill of Junior High School Students in Innovative Learning Models

K Wijayanti, R Budhiati, Y Prasetia, A M Ali

ME-06 Developing Mathematics Learning Materials of Fifth Grade of Elementary School Integrating Mathematic Game, Problem Posing, And Manipulative Ary Woro Kurniasih, Isti Hidayah, Mohammad Asikin

(27)

ME-07 The Mathematical Representation Ability Based on Student’s Learning Independence on Problem Based Learning with Scaffolding Approach Mulyono, Salma Mauludyah Rosayanti

ME-08 Analysis of Mathematical Connection Ability Based on Independent Learning and Assisted with Module and Whatsapp

Sukestiyarno, Ika Ariwanti Fathonah

ME-09 Analysis of Needs and Data Analysis Skills of Primary School Teacher Education Department Students Semarang State University

Trimurtini, Nursiwi Nugraheni, Florentina Widihastrini, Sri Susilaningsih ME-10 Learning Reflection through the Context of Central Java Historical Building

Farida Nursyahidah, Bagus Ardi Saputro, Irkham Ulil Albab

ME-11 Identification of Reversible Reasoning: Cognitive Research on Higher Students’Inverse Function Problems in Mathematics

Muhammad Ikram, Purwanto, I Nengah Parta, Hery Susanto

ME-12 Analysis of Student Error Types in Solving Mathematical Problems on the Implementation of Osborn Simple Feedback Learning Model

Kartono

ME-13 Fragmentation of Thinking Structure and Its Impact on Concept

Construction and Algebraic Problem Solving in Junior High School Students Budi Usodo, Sutopo. Rubono Setiawan, Ira Kurniawati, Yemi Kuswardi, Arum Nur Wulandari, Isyfan Ihda Aulia

ME-14 Didactical design of sundanese ethnomathematics learning with endog-endogan and engklek games in primary school

S.Supriadi and A.Arisetyawan

ME-15 The Analysis of Mathematical Thinking Skills and its relation with Self Efficacy on the students of MTs N 2 Pemalang

Imam Sayekti, Hardi Suyitno, Wardono, Dwijanto

ME-16 Learning Mathematics Assisted by Adobe Flash Software to Improve Mathematical Reasoning Ability Students onGeometry Concepts Nurjanah, R Yuliardi, AF Luthfi

ME-17 Fragmentation of Thinking Structures and Its Impact on Concept

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ME-18 Cooperative Learning Model with Ethnomathematics Nuances to Improve The Love of Local Culture and Ability of Problem Solving

Zaenuri, Mukeriyanto, Mulyono

ME-19 Mathematical connection ability on PACE learning viewed from gender class X high school students

Dewi N R, Mulyono, Pratama M F R, Amidi, Azmi K U

ME-20 Using of Divergent Problems Based on Teacher Scaffolding Levels to Grow of Advanced Mathematical Thinking of Senior High School Students

Emi Pujiastuti, Amin Suyitno, and Sugiman

ME-21 Development of Learning Innovations and MiC (Mathematics in Context) Teaching Materials to Strengthen Character Friends of the Earth

N Dwidayati, Zaenuri

ME-22 Students’Mathematical Anxiety in Solving Mathematical Problems of Exponent Material

Istifada Nurul Hayati

ME-23 Students’understanding in learning fraction with multiple representations Suprih Widodo and Trisno Ikhwanudin

ME-24 Problematics of Definition and Terminology Affecting Primary Teachers’ Mathematical Knowledge for Teaching Geometry

Dicky Susanto

ME-25 Bridging computational thinking and mathematical thinking Muhammad Zuhair Zahid, Riza Arifudin

ME-26 Etnomathematics on equipment of kebo-keboan Alasmalang traditional ceremony

Erfan Yudianto, Reza Ambar Suseno, Lela Nur Safrida, Toto Bara Setiawan, Ika Arum Cahyani

ME-27 Mathematical Imaginations and Constructing Concept I Dwijayanti, A A Nugroho

ME-28 Students’Mathematical Communication Ability In The Etnomathematical Arias Model

Rochmad, Nuriana Rachmani Dewi (Nino Adhi, Ika Nurhaqiqi Noviyana ME-29 The Effectiveness of Problem Based Learning (PBL) Model with

Etnomatematics to Improve Mathematics Literation Ability of High School Students

(29)

Zaenuri, Fathul Imam, dan Sunyoto Eko Nugroho

ME-30 Mathematics Communication Ability of Students Based on Honey and Mumford Learning Styles

Benny Hendriana, Budi Waluya, Rochmad, Mulyono

ME-31 The Etnomatematics of making woven bamboo handycraft of osing community in Gintangan village of Banyuwangi as geometry teaching material

Erfan Yudianto, Sunardi, Titik Sugiarti, Susanto, Toto Bara Setiawan, Fahmi Alan Fajar

ME-32 Teacher Professional Development Program: Student Centered Approach for Better Learning in Mathematics Classroom

Farida Nurhasanah, Ujang Sukandi, Ponco Sujatmiko, Ikrar Pramudya, Dyah Ratri Aryuna

ME-33 Etnomathematics Batik Motifs in Problem Based Learning Zaenuri, Devi Purwanti, Muhamad Asikin

ME-34 Implementation of APOS theory to construct reflective abstraction on Riemann Sum

L C Nisa, S B Waluya, Kartono, S Mariani

ME-35 Students’mathematical communication ability in knisley mathematics learning model

Dewi N R, Kamila N R, Mashuri

ME-36 Students’Metacognition Process in Solving Contextual Problems Based on Gender

Syahri Alqurni, Budi Usodo, Dewi Retno Sari Saputro

ME-37 Mathematics Anxiety Factors and Their Influence on Self Efficacy of Junior High School

Mellawaty, Y.L Sukestiyarno, Isnarto, Nur Karomah Dwidayati ME-38 (Change to ME-18)

Cooperative Learning Model with Ethnomathematics Nuances to Improve The Love of Local Culture and Ability of Problem Solving

Zaenuri, Mukeriyanto, Mulyono

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ME-40 Designing Augmented Reality-based Mobile Apps for Outdoor Mathematics Learning

M G K Ahsan, Miftahudin, A N Cahyono

Physics (P)

P-01 Radiation exposure factors optimization of X-ray digital radiography for watermarked art pottery inspection

Prasetyo Listiaji, Novi Ratna Dewi, Muhamad Taufiq, Isa Akhlis, Kharisma Bayu, Anisia Kholidah

P-02 Increased Biogas Production from Palm Oil Mill Effluent (POME) with the Addition of Fe2O3 Nanoparticles

Sumaya Yulia Putri, Nur Eli Zayati, Yessie Widya Sari

P-03 Musa Acuminata Bract Extraction for Dye Sensitized Solar Cell Fabrication with Microwave Irradiation

Sutikno, Laras Ati

P-04 Differences in The Ability of Free Body Diagrams Representating on Newton’s Law Based on Students’Thinking Style

S. Linuwih, P. Asih, Ellianawati

P-05 Development of Physics Interactive Learning Media For XI Grade Students of SMA Negeri 9 Makassar

Siti Zahra Mulianti Natsir, Nurhayati

P-06 Identification Of Subsurface Layer In Unnes Reservoir Basin Supriyadi, Khumaedi, Teguh M,M., M. Yani, Fajar S

P-07 Synthesis of Organic Photoresist of Hibiscus tiliaceus L. flowers for patterning with X-Ray and UV Exposure

Sutikno, Eva Amellia Defi

P-08 Analysis of Student’s Learning Achievement Using PhET Interactive Simulation and Laboratory Kit of Gas Kinetic Theory

C E Rustana, W Andriana, V Serevina, D Junia

P-09 Fabrication of yellow ink using goethite synthesized from iron sand and its application to whiteboard Marker

Agus Yulianto, Khumaedi, Imam Sumpono, Muhammad Khosiul Fial, Endah Wahyu Sulistiyo Rini

(31)

P-10 Learning Outcomes of Entropy Concept in Thermodynamics Suharto Linuwih, Fany Rochmawati, Fianti

P-11 The Development of a Simple Solar Energy Heater as a STEM Based Instructional Material for High School Students

H Kurniawati and Triyanta

P-12 Descriptions of Embung Subsurface Structure in Unnes Based on Microgravity Data

Supriyadi, S., Khumaedi, Fajar, S., M. Yani, Teguh, M.M.

P-13 The Discovery Learning Based Thermodynamics E-Module Development for The Students Of Grade XI

C E Rustana, S H Boften, I M Astra, D Junia

P-14 Glass Wastes-Reinforced Brake Composite to Increase Friction Stability Sutikno Madnasri, Suksiswo Supeni Edie, Heru Saputra

P-15 Gauge transformation of the Gross-Pitaevskii equation coupled by time-dependent potential

Teguh Budi Prayitno

P-16 Measurement of air drag in linear motion experiment using the air track apparatus

Prasetyo Listiaji, Muhamad Taufiq, Ni Luh Tirtasari

P-17 Design of an Optical Biosensor Based on Photonic Crystals at THz Frequency Teguh Puja Negara

P-18 Investigation of the Physics Phenomena of Weakly Damped Wave Equations with Forced Force: Theory and Simulation

Adi Jufriansah, Arief Hermanto, Moh. Toifur, Erwin Prasetyo

P-19 Electric field effect on spin stiffness in zigzag graphene nanoribbon Teguh Budi Prayitno, Esmar Budi

P-20 The Stability Analysis of Kalialang Village Area Based on Microseismic Data Zanna Noor Syafira, Khumaedi

P-21 Ab initio calculations of structural, electronic, optical and thermodynamic properties of BaSrTe

Brahim Bahloul, Khatir Babesse, Azzedine Dekhira

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P-23 X-Ray Diffraction Studies of ZnO:Cu Thin Films Prepared Using Sol-Gel Method

Budi Astuti, Vivian Aida Carieta, Azizah Zhafirah,Putut Marwoto,Sugianto,Didik Aryanto

P-24 Quantum oscillators model to derive an ideal gas in Bose-Einstein condensates under gravitation of earth

Teguh Budi Prayitno

Science Education (SE)

SE-01 Creative Thinking Skills Profil of Junior High School Students in Science Learning

Herning Nurdiana, Sajidan, Maridi

SE-02 The Analysis of Article Citation in Science Education Journals Parmin, Erna Noor Savitri, Andin Vita Amalia, and Irma Nadia

SE-03 The Effevtiveness of Instructional Media Based on Lectora Inspire Towards Student's Curiosity

N V Saputro, S Supriyadi, M Masturi

SE-04 Concept Map and Problem-Based Learning

Fajar Fitrianingsih, Sri Widoretno, Riezky Maya Probosari, Sri Dwiastuti and Sajidan

SE-05 Modification of problem analysis and learning issue in problem-based learning uses question instructional technique to increase the hierarchy concept map score

Safira Medina San, Sri Widoretno, Joko Ariyanto, Sri Dwiastuti, and Sajidan SE-06 Student Worksheets (LKS) Based on Science Technology Engineering and

Mathematics (STEM) to Facilitate the Development of Critical and Creative Thinking Skills

D. Yulianti, Wiyanto, Ani Rusilowati. Sunyoto Eko Nugroho

SE-07 Using open reasoned Three-tier Test to identify acid-base conceptual understanding of senior high school student

Endang Susilaningsih, Murbangun Nuswowati, Umar Faruq Muttaqiin SE-08 Mathematical Literacy Ability of Elementary School Teacher Education

Program of Semarang State University Students Nursiwi Nugraheni, Elok Fariha Sari

(33)

SE-09 The Analysis of Ethnoscience-Carica Based Science Literacy and Character Development Using Inquiry Guided Model

Sarwi Sarwi, Alim Alim, Bambang Subali

SE-10 Content Validity Analysis of Ethnoscience-based Interview Worksheets in Bukit Ajimut for Medicinal Plants Pharmacognosy Learning

Rinto, Nur Hayati, Wiyanto, Saiful Ridho

SE-11 Profile of Creative Thinking Ability of Students Measured Using Multi-Representative Creative Thinking Assessment

Ellianawati, S Mufiatunnikmah, N E Setyaningsih, B Subali

SE-12 Psychometric Methods for Item Selection on Solar System Using Classical Test Theory and Rasch Analysis

Budi Naini Mindyarto, Rizki Winarsih

SE-13 Creative Thinking Skills on Junior High School Students in Science Learning by Gender

Ida Madyani, Sri Yamtinah and Suryadi Budi Utomo

SE-14 The Utilization of Video Animation Media for Improving Students' Understanding of Biotechnology Subject on Lipase Enzyme Production through Genetic Engineer Technique

Baiq Repika Nurul Furqan, Imam Syahputra Yamin

SE-15 Implementation of Science Learning Based on PBL Using TGT and GI Method on SMP Negeri 14 Surakarta at Academic Year 2019/2020 to Students Learning Outcomes

M. Yulifar

SE-16 Analysis of Undergraduate Biology Student's Mental Model on Chromosome, Gene, and Genome

Noor Fitri Amalia, Niken Subekti, Nur Kusuma Dewi, Sigit Saptono SE-17 Constraints of Biology Students Thesis Completion

Saiful Ridlo, Retno Wulandari, Ning Setiati, Lutfia Nur Hadiyanti

SE-18 The Effectiveness of Instructional Media Based on Lectora Inspire Towards Student's Achievement

N V Saputro, S Supriyadi, M Masturi

SE-19 Analysis of Science Process Skills Teaught Using Pode

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SE-20 Empowerment of Argumentation Skills Encourages Understanding of Student Concepts in Biology Learning

Septiana Astira, Sajidan, Sri dwiastuti

SE-21 Statistical Thinking Ability Construction on Basic Statistics T. Hian Nio, H. Suyitno, Kartono, Sc. Maryani, B. Manullang

SE-22 Development of collaborative-guided inquiry module based on green chemistry vision for general chemistry experiment

Risa Dwita Hardianti, Indah Urwatin Wusqo, Stephani Diah Pamelasari SE-23 The use of technology and social media to preserve the art of Reog and A

Science Education in Semarang Regency Suharto, Udi Utomo, Abdul Rachman

SE-24 The Influence of Props-Assisted Inquiry Learning to Improve Generic Science Skills of SMA N 11 Semarang Students

Nur Khoiri, Ani Rusilowati, Wiyanto, and Sulhadi

SE-25 Student Technology Literation After Implementation Blended Learning Based On Stem In Ecosystem Material

Sri Ngabekti, Partaya, Putut Martin HB

SE-26 The Development of Critical Thinking Skills Assesment in Elementary School Pre-Service Teacher: Validity and Reliability

Siti Patonah, Sentot Budi Rahardjo, Cari, Sajidan

SE-27 Analysis and profile of students' creative thinking skills using open-ended multiple-choice test in science learning

R D Pratiwi, Ashadi and Sukarmin

SE-28 Application of Liquid Pineapple (LCN) Liquid Fertilizer Formula Variation on Pineapple Fruit Weight (Ananas Comosus, L. Merr) and Increased Vitamin C Levels as Design Resources for Problem Based Learning (PBL) Based Biology Learning

Bagas Rasid Sidik, Achyani, Agus Sutanto, Suharno Zen, Rasuane Noor SE-29 Teacher's Perception of Science Practices Learning (SPL)

Winarto, Diane Noviandini, Putur Marwoto, Wiyanto, Saiful Rido,Retno Sri Iswari

SE-30 Scientific Creativity: A Literature Review Wiyanto

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SE-31 (Change to PP-54)

The Development of Basic Physics Practicum Materials with Flipped Classroom Approach

I Akhlis, D Noviandini, Hartono, Sudarmin

SE-32 Physics Experiment Activities to Stimulate Interest in Learning Physics and Reasoning in High School Students

Sunyoto Eko Nugroho, Waslam

SE-33 Developing Augmented Reality Based Learning Media On Newton's Law of Gravitation

Sri Handono Budi Prastowo, Albertus Djoko Lesmono, Fauril Rizayaldi SE-34 Dark Matter Hypothesis to Maintain Newton Gravitation Theory

Wardah Intan Meidina, Akhmad Aminuddin Bama and Supardi

Poster Presentation (PP)

PP-01 Morphological characterization and its variation of“Wirasangka”mango as the flora identity of Tegal regency, Central Java, Indonesia

Muhammad Abdullah, Enni Suwarsi Rahayu, Amin Retnoningsih

PP-02 Fig visitors: sharing or sparing?, a case study of niche differentiation and environmental filtering on fig visitors behavior in Ungaran mountain, Indonesia

Muhammad Abdullah, Bambang Priyono, Mahendra Noor Febriyanto, Bayu Hadmoko, F.Putut Martin HB, Eling Purwantoyo

PP-03 Teachers’perceptions of their use of SPADA Brightspace: A professional education for in-service teacher context

Riza Arifudin, Zaenal Abidin

PP-04 Early study of community knowledge on biodiversity in Mount Ungaran Rahayuningsih M, Budi Priyono A, Purwinarko A, Ayu G

PP-05 Students' Innovative and Creative Thinking Skill Profile in Designing Chemical Batik After Experiencing Ethnoscience Integrated Science

Technology Engineering Mathematic Integrated Ethnoscience (Ethno-Stem) Learnings

(36)

PP-07 Conversion of Volcanic Ash to Geopolymer with Calsium Oxide (CaO) Addition

Ella Kusumastuti, Fani Indah Ariati, Lukman Atmaja

PP-08 Mahogany Seeds Oil (Swietenia Macrophylla, King): Isolation, Characterization, and Activity Test as Antihyperglycemia

Sri Mursiti, Dante Alighiri, Yuan Maylia Rosanti, Masruroh Zana, and Luzy Ika Ittaqillah

PP-09 Development of m-learning for basic education subject in teacher training institute

Wahyu Hardyanto, Farid Ahmadi, Sariyasa, Hermawan Syahputra, Made Pramono, Mario Tulenen Parinsi, Aji Purwinarko

PP-10 Development of Information Systems for Academic Final Projects Documentation

Aji Purwinarko, Zaenuri, Eko Handoyo

PP-11 Academic Achievement Analysis of Universitas Negeri Semarang Students Using the Naïve Bayes Classifier Algorithm

Aji Purwinarko, Wahyu Hardiyanto, Nila Prasetya Aryani

PP-12 Implementation of Google Single Sign On (SSO) in the library management system

Aji Purwinarko, Wahyu Hardiyanto

PP-13 Elena as a tool for supporting blended learning: Do students perceive Elena as useful?

Zaenal Abidin, Fathur Rokhman, Akhmad Syaifudin, Mona Subagja PP-14 Increased mathematical literacy and HOTs through realistic learning

assisted by e-schoology Wardono, Scolastika Mariani

PP-15 Challenging Student to Improve Their Mathematical Creativity in Solving Multiple Solution Task on Challenge Based Learning Class

A S Ardiansyah and M Asikin

PP-16 Development of ICT-assisted preprospec learning models N R Dewi, F Y Arini

PP-17 Google classroom as a mathematics learning space: Potential and challenges

Zaenal Abidin, Tri Mulyono Edi Saputro

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PP-18 Development of CBCT System for Medical-Physics Laboratory Improvement Susilo, Teguh Dasono, Rudi Setiawan, Ian Yulianti, Fianti

PP-19 Video Tracker Analysis: A Strategy for Measuring Students Communication and Collaboration Skills

Fianti, Wahyu Listiagfiroh, Susilo

PP-20 Habits of Mind Potency of Students of Prospective Biology Teacher Eka Ariyati, Herawati Susilo, Hadi Suwono, Fatchur Rohman

PP-21 Biology Students' Understanding on Nature of Science and Metacognitive Awareness in Higher Education

Sri Sukaesih, Siti Zubaidah, Susriyati Mahanal, Dwi Listyorini

PP-22 Measurement of Critical Thinking Skills in Project-based Instrument Chemical Analysis Experiments

Agung Tri Prasetya, Edy Cahyono, Sudarmin, Sri Haryani

PP-23 Development of Big Data System of LP3 UNNES to Support Excellent Service of LPTK on International Reputation

Sugianto, Ngabiyanto, Ardhi Prabowo, Arief Arfriandi

PP-24 Influence of annealing duration on structural, optical and electrical properties of AZO thin films grown on corning glass by dc magnetron sputtering

S Sugianto, B Astuti, P Marwoto, N A Firmahaya, D Aryanto, and Isnaeni PP-25 Performance Profile Analysis of ZnO/CdS/CdTe Solar Cells Thin Film : A

Review of Absorber Thickness and Device Temperature

N M D Putra, Sugianto, P Marwoto, R Murtafiatin and P D Rizaldi PP-26 The tea compos hydroponics system used to increase understanding of

sustainable development for high school student in Adiwiyata program E Hartadiyati, Wiyanto, A Rusilowati and A Priyono

PP-27 Handling Governance of Out of School Children in Parereja Village in Supporting Back to School Movement

Isti Hidayah, Widowati, Lita Latiana, Tatirah

PP-28 Morphological Characterics and Extinction Status of Sharks Landed by Fishermen in The Fish Auction Place (TPI) Teluk Penyu Cilacap Central Java Ning Setiati, Partaya dan Endah Peniati

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PP-30 The Influence Of Science Learning Media Based Digital Storytelling Towards Metacognition Ability

Novi Ratna Dewi, Septia Nurkhalisa, Erna Noor Savitri, Ida Dwijayanti, Sri Winda Agustina Wibowo

PP-31 Effect of Trichoderma sp. Secondary Metabolite On the Increase in Leaf Number of Coconut Palm

D R. Indriyanti, R. Rahmawati, T. Widiatningrum,& E. Purwantoyo

PP-32 Development of Teaching Materials for Momentum Assisted by Scratch:

Building the Pre-Service Teacher's Skills for 21st Century and Industry A Rusilowati, B Subali, M P Aji and R A Negoro

PP-33 Methoxylation ofï¡--Pinene Using Nio/Y-Zeolite Catalysts Nanik Wijayati, Solikhah, Nuni Widiarti, Widhi Mahatmanti PP-34 Financial Feasibility Analysis of Small Industry of Mathematical

Manipulative

Isti hidayah, Masrukhan, Margunani

PP-35 Facial Recognition using Two Dimensional Principal Component Analysis and K-Nearest Neighbor: A Case Analysis of Facial Images

E Sugiharti, A T Putra, and Subhan

PP-36 Implementation of Science, Technology, Engineering, and Mathematics– Project Based Learning On Learning Achievement and Student Creative Thinking Skills

Woro Sumarni, Nanik Wijayati

PP-37 Preparation, XRD Analysis and Photocatalytic of Zn, Ni Modified Titanium Dioxide Using Sol-Gel Methods on Water Decomposition

Sigit Priatmoko, Sri Wahyuni, Edy Cahyono, Sri Kadarwati

PP-38 Student Error Analysis in Global Meta-Level Algebraic Thinking on Treffinger Learning Assisted by Scaffolding

Arief Agoestanto, W Rinachyuan

PP-39 Analysis of Algebraic Thinking and Scaffolding for Students of Mathematics Education

Rochmad, Arief Agoestanto, Muhammad Zuhair Zahid

PP-42 ASPIRE Model (Analysis, Scaffolding, Project, Investigation, Reaction, and Evaluation) for Mathematical Creative Thinking Ability

DN Munahefi, Kartono, SB Waluya, Dwijanto

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PP-41 Presentation Format of Culture-Based Analogy Used by Banyumas Elementary School Students

Langlang Handayani, Sunyoto Eko Nugroho, Tjetjep Rohendi Rohidi, Wiyanto

PP-42 Twitter Text Mining for Sentiment Analysis on government’s response to forest fires with vader lexicon polarity detection and K-Nearest Neighbors Algorithm

Much Aziz Muslim, Tanzilal Mustaqim, Khoerul Umam

PP-43 Activity and Selectivity of Ni/Beta Zeolite and Cu/Beta Zeolite Catalysts on Citronellal Cyclization Reaction

Defi Nur Utami, Edy Cahyono

PP-44 The Effectiveness of Guided Inquiry Learning Contextual Based to Improve Chemistry Literacy Ability of Senior High School Students

Sri Wardani, Aas Yanuar Anggraeni

PP-45 Mathematics Learning in Elementary School That Integrates with Nationalism and Integrity (A Research Trip In Japan)

Hardi Suyitno, Zaenuri, Endang Sugiharti, Amin Suyitno, Takuya Baba PP-46 Growth of Student Mathematical Creativity as Part of 4C Competence for

Entering the 21stCentury Amin Suyitno

PP-47 Polymeric and Non-Polymeric Nanofiber of Cinnamaldehyde from Cinnamon Oil (Cinnamomum Burmanii)

Shafira Moreta, Edy Cahyono, Nor Dalila Nor Affandi

PP-48 Phytoremediation of lead contaminated soil by ornament plant Codiaeum varigatum

L Herlina , H Purnaweni , Sudarno B Wijanarko , H R Sunoko

PP-49 Business Intelligence Model Using Artificial Intelligence Techniques Multi Layer Perceptron

Budi Prasetiyo

PP-50 Performance Assessment of Geometry Mathematical Representation Ability Viewed from Student Interest

Masrukan, S.R Elmagustilla

(40)

PP-52 To Grow A Joyful Learning in SLB Through A Manipulative Teaching Aid Based on Multi-Function Video

Sugiman, Hardi Suyitno, and Walid

PP-53 Mathematics Blended Learning Assessment using Digital Project Masrukan

PP-54 The Development of Basic Physics Practicum Materials with Flipped Classroom Approach

I Akhlis, D Noviandini, Hartono, Sudarmin

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See you on the next Conference

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ICMSE 2019

The 6 International Conference

th

and natural science. It also provides an opportunity to enhance understanding of relationships between knowledge and research related to mathematics and science.

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PAPER • OPEN ACCESS

The characteristics of bamboo image extraction as an environmentally friendly material

To cite this article: K Latifah et al 2020 J. Phys.: Conf. Ser. 1567 032035

View the article online for updates and enhancements.

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The characteristics of bamboo image extraction as an environmentally friendly material

K Latifah1*, A Rochim2, J Siswanto3, B Supriyadi4

1,4 Engineering and Informatics Department, Universitas PGRI Semarang, Semarang, Central Java 50232, Indonesia

3 Physics Department, Universitas PGRI Semarang, Semarang, Central Java 50232, Indonesia

2Civil Engineering Department, Universitas Islam Sultan Agung, Semarang, Central Java 50232, Indonesia

*Corresponding author:[email protected]

Abstract. Bamboo is an environmentally friendly material. Various types of bamboos thrive in Indonesia. To differentiate good types of bamboos, this study uses the K-Means color segmentation method and shape measurement. Due to bamboo has fibers content and fibers adhesive which reflected the quality of bamboo. Then the research uses the morphological parameters of area and perimeter as a feature of size. The analysis is carried out on 45 bamboo images, namely 15 Wulung bamboo images, 15 Petung bamboo images and 15 Ori bamboo images. Based on the test results obtained, there are as many as 0.6 accurate images. The testing uses 15 types of bamboo imagery. The bamboo which has the largest fiber size is Wulung bamboo and then followed by Petung bamboo and the smallest is Ori bamboo.

1. Introduction

The identification of objects in digital image processing is by measuring the texture, shape and color of the object[1]. Measurement by image textures only uses spatial data has flaws so we need to measure objects based on the size of their shapes. Bamboo fiber is a natural fiber which is an environmentally friendly material, we can take many benefits from the bamboo fiber. Bamboo has a constituent namely fiber and fiber adhesive. Based on laboratory testing, the wider diameter of bamboo fiber is the better quality of the fiber[2]. Many types of bamboo thrive in Indonesia, so we need a method that allows us to identify and distinguish the characteristics of each type of bamboo. Characteristics are different characteristics in each image quality such as pixel intensity, edges, contours, regions and so on [3]. To determine the characteristics of the image, the image can be distinguished using the visual characteristics of the image in the form of color, shape and texture [4].

This study intends to measure the amount of bamboo fiber by knowing the characteristics of each bamboo. The method used in segmentation is color image segmentation with K-Means and measuring the amount of bamboo fiber with its visual parameters namely color texture and measuring the area of an object [5]. Bamboo image representation uses an internal region representation that is the ratio of pixels in a region. To measure the area of an object, the commonly used parameter is by calculating the area of an object segmented as well as calculating the length of the perimeter of an object segmented to identify a particular object[6].

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2. Method

The method used to identify objects in this study is based on color image segmetation and shape features by measuring the area of the object (bamboo fiber) from segmentation results.

This study uses 3 types of bamboo images that are often used for industry in Semarang, including Ori bamboo, Petung bamboo and Wulung bamboo. The method of this image processing is shown in figure 1 below :

Image Color Segmentation (K-Means Color Segmentation)

Image Acquisition

Morphologicalpe Feature Extraction (Area and Perimeter)

Bamboo Identification (Rule Based)

Figure 1. Step of Image Processing

2.1. Data Acquisition

Data acquisition is the process of getting data in the form of bamboo images. The tool used is the Canon D 60 camera. The process of shooting bamboo is done in the morning at 10-11 am where the sun is in bright conditions there is no cloud and no significant wind.

2.2. Pre Processing

Before processing the image, the image obtained from the capturing results in the crop into the same size is 400 x 400 pixel resolutions. After the image is of the same size then the image segmentation is then performed using k-means color segmentation.

2.3. Segmentation

This study use a color based segmentation. This study begins with the converting of original image color space RGB (Red Green Blue) color to HSV color. This study uses the HSV color space standard.

The purpose of forming a color space is to facilitate color specifications in the form of a standard.

Because HSV is a color space that is more representative of color as seen by the human eye, [7] this study converts the RGB color space into the HSV color space. H comes from the word "hue", S comes from the word "saturation", and V comes from the word "value". Hue is a color known to humans like red and green. Hue reflects the color that is captured by the human eye in response to the wavelength of light. Saturation expresses the degree of purity of color or how much white light is mixed with hue. Each pure color is 100% saturated and does not contain white light at all so pure colors mixed with white light have saturations between 0 and 100%. Value or sometimes called brightness states the intensity of the

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Figure 2. HSV color space

The HSV model was first introduced by A. R. Smith in 1978. To get the H, S, V values, the calculation is based on the values of R, G, and B.

𝐻 = tan⁡((𝑅−𝐺)+(𝑅−𝐵)3(𝐺−𝐵) )

𝑆 = 1 −min⁡(𝑅,𝐺,𝐵) 𝑉

𝑉 =𝑅+𝐺+𝐵

3

However, this method makes hue undefined if S is zero. The second method is found in Acharya & Ray [8]. The formulas used are as follows:

𝑟 = 𝑅

(𝑅+𝐺+𝐵)⁡, 𝑔 = 𝐺

(𝑅+𝐺+𝐵) , 𝑏 = 𝐵

(𝑅+𝐺+𝐵)

𝑉 = max⁡(𝑟, 𝑔, 𝑏)

𝑆 = {0,⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡⁡jika⁡V = 0 1 −min(𝑟,𝑔,𝑏)

𝑉 , V > 0

𝐻 =

{

0, 𝑗𝑖𝑘𝑎⁡𝑆 = 0

60∗(𝑔−𝑏)

𝑆∗𝑉 , 𝑗𝑖𝑘𝑎⁡𝑉 = 𝑟 60 ∗ [2 +𝑏−𝑟

𝑆∗𝑉] , 𝑗𝑖𝑘𝑎⁡𝑉 = 𝑔 60 ∗ [4 +𝑟−𝑔𝑆∗𝑉] , 𝑗𝑖𝑘𝑎⁡𝑉 = 𝑏

𝐻 = H + 360⁡jika⁡H < 0

2.4. Morphological And Shape Feature Extraction

Morphological parameters that are used to distinguish the phases of development of bamboo in this study are the area ratio and perimeter. Shape feature is a feature obtained through shape object and can be expressed trough area , countour and transformation. This study use morphological features which can be extracted from an object in the image are the area ratio and perimeter. Area ratio is the ratio between number of pixels that make up an object and the image size. Measuring the area of the object segmented using the area and perimeter. The size feature extracted using region prop [9] . The perimeter gives good results when the edges of objects are connected with 4-neighbors, but it is not appropriate when connected according to 8-neighbors [10]. That happens because the distance between two pixels is not constant, whereas the distance is always 1 at 4-neighbors.

If the edge of an object is processed using the perimeter, it can be estimated using the formula:

𝑃 = 𝑁𝑒+ 𝑁𝑜√2

with Ne stating the number of even codes and No stating the number of odd codes..

Meanwhile, to calculate the area of an object, a simple way is by counting the number of pixels on the object[11].

Gambar

Figure 1. Step of Image Processing
Figure 2. HSV color space
Figure 3. Distance between pixels in 8-neighbors  3.  Result and Discussion
Figure 6. Wulung Bamboo Segmentation  3.2.  Feature Extraction
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