LEMBAR
HASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW KARYA ILMIAH : JURNAL ILMIAH
Judul Jurnal Ilmiah (Artikel) : Graduation Prediction System Using Artificial Neural Network
Jumlah Penulis : 4 orang (Oky Dwi Nurhayati, Otong Saeful Bachri, Ahmad Supriyanto, Muhammad Hasbullah)
Status Pengusul : penulis ke-1
Identitas Jurnal Ilmiah : a. Nama Jurnal : International Journal of Mechanical Engineering and Technology (IJMET)
b. Nomor ISSN : 0976-6359
c. Vol, No., Bln Thn : Vol. 9, No.7, pp. 1051-1057, July 2018
d. Penerbit : IAME Publication
e. DOI artikel (jika ada) : -
f. Alamat web jurnal :
http://www.iaeme.com/ijmet/IJMET_Paper.asp?sno=12328Alamat Artikel :
http://www.iaeme.com/MasterAdmin/UploadFolder/IJMET_09_07_113/IJMET_09_07_113.pdf
g. Terindex : Scopus, Q3
Kategori Publikasi Jurnal Ilmiah :
√Jurnal Ilmiah Internasional
(beri
pada kategori yang tepat)Jurnal Ilmiah Nasional Terakreditasi Jurnal Ilmiah Nasional Tidak Terakreditasi Hasil Penilaian Peer Review :
Komponen Yang Dinilai
Nilai Reviewer
Nilai Rata-rata Reviewer I Reviewer II
a. Kelengkapan unsur isi jurnal (10%) 1,75 1,75 1,75
b. Ruang lingkup dan kedalaman pembahasan (30%) 5,25 5,50 5,375
c. Kecukupan dan kemutahiran data/informasi dan metodologi (30%)
5,50 5,50 5,50
d. Kelengkapan unsur dan kualitas terbitan/jurnal (30%) 5,50 5,25 5,375
Total = (100%) 18,00 18,00 18,00
Nilai Pengusul = (60% x 18,00) = 10,80
LEMBAR
HASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW KARYA ILMIAH : JURNAL ILMIAH
Judul Jurnal Ilmiah (Artikel) : Graduation Prediction System Using Artificial Neural Network
Jumlah Penulis : 4 orang (Oky Dwi Nurhayati, Otong Saeful Bachri, Ahmad Supriyanto, Muhammad Hasbullah)
Status Pengusul : penulis ke-1
Identitas Jurnal Ilmiah : a. Nama Jurnal : International Journal of Mechanical Engineering and Technology (IJMET)
b. Nomor ISSN : 0976-6359
c. Vol, No., Bln Thn : Vol. 9, No.7, pp. 1051-1057, July 2018
d. Penerbit : IAME Publication
e. DOI artikel (jika ada) : -
f. Alamat web jurnal :
http://www.iaeme.com/ijmet/IJMET_Paper.asp?sno=12328Alamat Artikel :
http://www.iaeme.com/MasterAdmin/UploadFolder/IJMET_09_07_113/IJMET_09_07_113.pdf
g. Terindex : Scopus, Q3
Kategori Publikasi Jurnal Ilmiah :
√Jurnal Ilmiah Internasional
(beri
pada kategori yang tepat)Jurnal Ilmiah Nasional Terakreditasi Jurnal Ilmiah Nasional Tidak Terakreditasi Hasil Penilaian Peer Review :
Komponen Yang Dinilai
Nilai Maksimal Jurnal Ilmiah
Nilai Akhir Yang Diperoleh Internasional
Nasional Terakreditasi
Nasional Tidak Terakreditasi
a. Kelengkapan unsur isi jurnal (10%) 2,00 1,75
b. Ruang lingkup dan kedalaman pembahasan (30%)
6,00 5,25
c. Kecukupan dan kemutahiran data/informasi dan metodologi (30%)
6,00 5,50
d. Kelengkapan unsur dan kualitas terbitan/jurnal (30%)
6,00 5,50
Total = (100%) 20,00 18,00
Nilai Pengusul = (60% x 18,00) = 10,80 Catatan Penilaian artikel oleh Reviewer :
1. Kesesuaian dan kelengkapan unsur isi jurnal:
Isi makalah dari Introduction sampai dengan References sudah sesuai dengan format dan sudah lengkap dilihat dari aspek unsur-unsur isi jurnalnya.
2. Ruang lingkup dan kedalaman pembahasan:
Ruang lingkup pembahasan sudah memenuhi sesuai kelaziman publikasi ilmiah pada jurnal internasional.
Pembahasan yang ada pada tuliasan yang diusulkan sudah cukup komprehensif dan mendalam.
3. Kecukupan dan kemutakhiran data/informasi dan metodologi:
Data/informasi yang digunakan untuk penelitian sudah mencukupi. Metodologi penelitian : metode yang digunakan dalam penelitian termasuk metode yang mutakhir.
4. Kelengkapan unsur dan kualitas terbitan:
Terbitan jurnal adalah bersifat Online, Terindeks Scopus Q3, dengan SJR 0,21, lengkap, kualitas terbitan Online sudah bagus dan sesuai standar penerbitan yang berlaku.
20
LEMBAR
HASIL PENILAIAN SEJAWAT SEBIDANG ATAU PEER REVIEW KARYA ILMIAH : JURNAL ILMIAH
Judul Jurnal Ilmiah (Artikel) : Graduation Prediction System Using Artificial Neural Network
Jumlah Penulis : 4 orang (Oky Dwi Nurhayati, Otong Saeful Bachri, Ahmad Supriyanto, Muhammad Hasbullah)
Status Pengusul : penulis ke-1
Identitas Jurnal Ilmiah : a. Nama Jurnal : International Journal of Mechanical Engineering and Technology (IJMET)
b. Nomor ISSN : 0976-6359
c. Vol, No., Bln Thn : Vol. 9, No.7, pp. 1051-1057, July 2018
d. Penerbit : IAME Publication
e. DOI artikel (jika ada) : -
f. Alamat web jurnal :
http://www.iaeme.com/ijmet/IJMET_Paper.asp?sno=12328Alamat Artikel :
http://www.iaeme.com/MasterAdmin/UploadFolder/IJMET_09_07_113/IJMET_09_07_113.pdf
g. Terindex : Scopus, Q3
Kategori Publikasi Jurnal Ilmiah :
√Jurnal Ilmiah Internasional
(beri
pada kategori yang tepat)Jurnal Ilmiah Nasional Terakreditasi Jurnal Ilmiah Nasional Tidak Terakreditasi Hasil Penilaian Peer Review :
Komponen Yang Dinilai
Nilai Maksimal Jurnal Ilmiah
Nilai Akhir Yang Diperoleh Internasional
Nasional Terakreditasi
Nasional Tidak Terakreditasi
a. Kelengkapan unsur isi jurnal (10%) 2,00 1,75
b. Ruang lingkup dan kedalaman pembahasan (30%)
6,00 5,50
c. Kecukupan dan kemutahiran data/informasi dan metodologi (30%)
6,00 5,50
d. Kelengkapan unsur dan kualitas terbitan/jurnal (30%)
6,00 5,25
Total = (100%) 20,00 18,00
Nilai Pengusul = (60% x 18,00) = 10,80 Catatan Penilaian artikel oleh Reviewer :
1. Kesesuaian dan kelengkapan unsur isi jurnal:
Sesuai dengan “Guide for Author” (Judul, Pendahuluan, Metodologi, Hasil dan Pembahasan, Kesimpulan, Daftar
Pustaka). Substansi artikel sesuai bidang ilmu pengusul/penulis.
2. Ruang lingkup dan kedalaman pembahasan:
Substansi artikel cukup sesuai dengan ruang lingkup jurnal. Kedalaman pembahasan tergolong cukup baik.
3. Kecukupan dan kemutakhiran data/informasi dan metodologi:
Data hasil penelitian cukup menunjukkan ada kebaruan informasi/metodologi.
4. Kelengkapan unsur dan kualitas terbitan:
Jurnal tergolong dalam Jurnal Ilmiah Internasional Terindex : Scopus, Q3, dengan SJR : 0,21, H Index 13, ISSN:
0976-6359, Similaritas berdasarkan turnitin adalah 17%.
20
Document details
References (26)
6 of 22
Graduation prediction system using artificial neural network
(Article), , ,
Department of Computer Engineering, Universitas Diponegoro, Indonesia STIKOM Poltek Cirebon, Indonesia
Abstract
Educational Data Mining (EDM) is one area of research in the field of Data Mining which aims to explore knowledge or obtain models from an academic database. One of the benefits of EDM is to generate predictions for student academic achievement in the future. In this study, a Multi-Layer Perceptron (MLP) based EDM system is proposed to predict students' graduation at a university with five parameters: gender, college admission year, GPA semester 1, GPA semester 2 and GPA semester 3. Training data which used a total of 292 records with missing value in some of its features. The system test was done by Cross Validation method with three k-fold, ie 3, 5, and 10. The test result showed that MLP succeeded in classifying the data with a high level of accuracy of 94.8%, where the precision and recall values obtained 94.2% and 96.2% respectively. In addition, comparative tests were performed with several other classification methods, namely k-NN, SVM, Naive Bayes, and Decision Tree to find out how well the method proposed in this study was compared with other methods. © IAEME Publication
SciVal Topic Prominence
Topic:
Prominence percentile: 97.064
Author keywords
Educational data mining Machine learning Multi-layer perceptron Students' graduation prediction
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International Journal of Mechanical Engineering and Technology Volume 9, Issue 7, July 2018, Pages 1051-1057
Nurhayati, O.D.a Bachri, O.S.b Supriyanto, A.b Hasbullah, M.b
a b
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Data mining | Students | Students academic
ISSN: 09766340 Source Type: Journal Original language: English
Document Type: Article Publisher: IAEME Publication
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Citations in Scopus59th percentile
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Field-Weighted Citation ImpactCited by 4 documents
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Data mining approach to predicting the performance of first year student in a university using the admission
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Graph-based modeling and dijkstra algorithm for searching vehicle routes on highways Kirono, S. Arifianto, M.I. Putra, R.E.
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International Journal of Mechanical Engineering and Technology
Scopus coverage years: from 2016 to 2019
Publisher: IAEME Publication
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ISSN 09766340, 09766359 Coverage 2016-ongoing
Scope International Journal of Mechanical Engineering and Technology (IJMET) is an international journal dedicated to the latest advancements in mechanical engineering. The goal of this journal is to provide a platform for scientists and academicians all over the world to promote, share, and discuss various new issues and developments in different areas of mechanical engineering. IJMET is an online and print journal, which publishes research articles, reviews, and letters in all areas of mechanical engineering. It is peer-reviewed journal, aims to provide the most complete and reliable source of information on current developments in the eld. The emphasis will be on publishing quality papers rapidly and available to researchers worldwide.
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this this journal is no longer in his sсopгs, no ve months ago journal reply
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Dr. M.Narayana Rao Shri Sapthagiri Institute Of Technology,Chennai Dr. G. Arthanareeswaran NIT Trichy, India
Associate Editors
Dr. V.Antony Joe Raja Sri Muthukumaran Institute of Technology, India Prof. B. Arthi Gandhimathi IAEME Publication, India
Dr. N. Tamil Selvan IAEME Publication, India Er. D. S. Chengalvarayam IAEME Publication, India Copy Editors
Mr. K.Prasanth IAEME Publication, India
Mr. T.Nagarajan IAEME Publication, India
Editorial Board
Dr. Barish Dantal Application Development Engineer, Momentive Performance Materials, USA.
Dr. Mohamed Saber National Research Center (NRC) El Dokki, Giza, Egypt.
Dr. H. N. Reddappa Bangalore Institute of Technology, Karnataka, India.
Dr. Fateh Mebarek-Oudina Skikda University, Algeria.
Dr. Audai Hussein Al-Abbas Al-Musaib Technical College, Babylon, Iraq.
Dr. Mohd Azman Bin Abdullah Universitiy Teknikal Malaysia Melaka, Malaysia.
Dr. T.R.Vijayaram VIT University,Chennai.
Dr. M. Chithirai Pon Selvan Amity University, Dubai.
Dr. Chao Wang Nanyang Technological University, Singapore.
Dr. Madhu D Govt. Engineering College, KRPET, India.
Dr. R. Dilli babu Anna University, India.
Dr. A.Elaya perumal Anna University, India.
Dr. Mohamed Kchaou University Of Sousse, Tunisia.
Dr. Anan Suebsomran King Mongkut’s University of Technology North Bangkok , Thailand.
Dr. A. G. Matani Govt. College of Engineering, Amravati ,India.
Dr. Vivek Sachan SHIATS, Allahabad, India
Dr. Pallavi.H.Agarwal Babaria Institute of Technology, Gujarat, India Prof. Raj Kumar Yadav Adina Institute Of Science And Technology, Sagar, M.P Dr. İlhan ASİLTÜRK Selcuk University, Turkey
Dr. Sudarshan Rao K Shri Madhwa Vadiraja Institute of Technology and Management, Karnataka, India
Dr. Kondaveeti Srinivasa Rao CMR College of Engineering & Technology, Hyderabad, India
Dr. Ravi Burla Autodesk Inc., Novi, MI
Dr. Jingchao Zhang University of Nebraska-Lincoln,USA Dr. Nilaj N. Deshmukh Fr.C.Rodrigues Institute of Technology, India
Dr. Nadia MOUHIB National School of Electricity and Mechanic MOROCCO Dr. M. L. Meena Malaviya National Institute of Technology, Jaipur, India Dr. Raffi Mohammed NRI Institute of Technology, Indian
Dr. Ajay Verma Padmashri Dr. V.B. Kolte College of Engineering, Maharashtra, India Dr. Sathish Rao U Manipal University,Karnataka-India
Dr. Irfan. G Akshaya Institute of Technology, Karnataka, India Dr. Sunada Chakravarthy Sunedison Inc, USA
Prof. S. Sathish Kumar Vel Tech, Chennai, India
Dr. M. Ganesan Saranathan College of Engineering, Trichy, India
Dr. CH V K N S N MOORTHY Institute of Aeronautical Engineering(Autonomous), Telangana State, INDIA
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Er. Anshul Singhal Massachusetts Institute of Technology (MIT), USA Dr. Ornella Chiavola ROMA TRE University, Rome, Italy
Dr. H. Erdem Çamurlu Akdeniz University, TÜRKİYE
Dr. GIRISHA L PES Institute of Technology and Management, Karnataka, India Dr. M. Mubarak MEA Engineering College, Kerala, India
Dr. Ahmed Daabo University of Mosul, Mosul, Iraq Dr. Ambarish Maji MLR Institute of Technology, India
Dr. Hao Yi Chongqing University, China
Dr. Bambang Leo Handoko Bina Nusantara University of Indonesia
Prof. Jaafar Jaber Abdulhameed Almustansiririyah University, College of Engineering, Baghdad, Iraq Dr. S A Mojhan Krishna Associate Professor, Department of Mechanical Engineering,
Vidyavardhaka College of Engineering, Mysuru, Karnataka, India.
Dr. Prateek Nigam Bansal College of Engineering, Madhya Pradesh, India
Dr. Ehsaan Bagherian Inspection Technology & Quality Assurance National Institute (ITQAN), Saudi Arabia
Dr. Mohamed KCHAOU College of Engineering, University of Bisha, Saudi Arabia; National Engineering School of Sfax, University of Sfax, Tunisia
Dr. Shubham R Suryawanshi MET’s Institute of Engineering, Bhujbal Knowledge City, Nashik, India Dr. Diwan Mohit Balkrishna Shankersinh Vaghela Bapu Institute of Technology, Gujarat India Dr. Maryam Sadri Sharif University of Technology and Aerospace Research Institute, Tehran-
Iran.
Dr. A R Pradeep Kumar Dhanalakshmi College of Engineering, Tamilnadu, India
Reviewer Board
Dr. K.S.Zakiuddin Priyadarshini College of Engineering, India Dr. R.Edison Chandraseelan SMKFIT,India
Dr. Syed Anisuddin Caledonian College of Engineering, Sultanate of Oman
Er. Vinod Singh Yadav MNIT, India
Dr. S.Sreenatha Reddy Universal College of Engineering and Technology, India Dr. M. Victor Raj Sardar Raja College of Engineering, India
Dr. V.Baskaran Bannari Amman Institute of Technology, India
Dr. Ratri Parida IIT Kharagpur, India
Dr. G.Kalivarathan PSN Institute of Technology and Science,India Er. N.Vijayponraj PSN Institute of Technology and Science, India Dr. R.Uday Kumar Mahatma Gandhi Institute of Technology, India Prof. Manikandapirapu P.K Dayananda Sagar College of Engineering, India Dr. Srinivasa G.R Dayananda Sagar College of Engineering, India
Dr. Sudhakar K.G K L University, India
Dr. Chavan Dattatraya K. MMCOE, Karvenagar, Pune
Dr. Rahul Davis SHIATS-DU, Allahabad
Prof. Potnuru Govinda Rao GMR Institute of Technology,Rajam Dr. Velamala Rambabu G.M.R.Institute of Technology,Rajam Dr. V. Chitti Babu GMR Institute of Technology, Rajam, A.P
Dr. Ravindra D. Jilte Vidyavardhini’s College of Engineering and Technology,MSQ Dr. Gurudutt Sahni DGM & HOD Leader Valves Ltd, Punjab, India
Dr. Prashant H.S Sir M Visvesvaraya Institute of Technology, Bangalore, India Er. Fares Mohammed Laid REKBI Research Center in Industrial Technologies CRTI, Algeria, India
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International Journal of Mechanical Engineering and Technology (IJMET)
ISSN Print : 0976 – 6340 ISSN Online: 0976 - 6359 Volume 9, Issue 7 (2018)
Copyright ©IAEME, 2019
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