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International Journal on Advanced Science.
Engineering and Information Technology
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#8407 Summary
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Anton Setiawan Honggowibowo, Hero W intolo, Yuliani Indrianingsih, Regina Maula Adiba
Decision S upport System of Lecturer Selection Recom m endation with Collaborative Filtering Method 84Q7-17436-2-SM.DOC 2019-03-21
None
Anton Setiawan Honggow ibow o — 1 March 21, 2019 - 02:02 PM A rticles
Rahm at Hidayat —J 2
Status
Status Initiated Last m odified
Published Vol 10, No 2 (2020) 2020-04-07
2020-04-27
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A ffiliation Country Bio Statem ent Name
URL A ffiliation Country Bio Statem ent Name
A ffiliation Country Bio Statem ent Name
A ffiliation Country Bio Statem ent
Departm ent of Inform atics, A disu tjip to College Of Technology, Janti Street, Blok-R, Lanud A disu tjip to Yogyakarta
Indonesia
Principal contact for editorial correspondence.
Hero W intolo —J
https:/ /w w w .scopus.com /authid/detail.uri?authorId = 57196062609
Departm ent of Inform atics, A disu tjip to College Of Technology, Janti Street, Blok-R, Lanud A disu tjip to Yogyakarta
Indonesia
Yuliani Indrianingsih ^
Departm ent of Inform atics, A disu tjip to College Of Technology, Janti Street, Blok-R, Lanud A disu tjip to Yogyakarta
Indonesia
Regina Maula A diba ^
Departm ent of Inform atics, A disu tjip to College Of Technology, Janti Street, Blok-R, Lanud A disu tjip to Yogyakarta
Indonesia
Title and Abstract
Title Abstract
Decision S upport System of Lecturer Selection Recom m endation with Collaborative Filtering Method The use of decision support system s for the selection of the best lecturers at A disu tjip to Institute of Technology (STTA) is not yet at the level of application. The average tertiary institution in selecting the best lecturers uses certain criteria, for exam ple the criteria in teaching, research and com m unity service.
Of the three indicators of lecturer perform ance in Indonesia, we only use two indicators, nam ely research and com m unity service. From these two indicators, we m ade five criteria, nam ely the num ber of
presenters at the conference, the am ount of com m unity service, the num ber of unpublished research, the num ber of published research, and the num ber of citations of scientific articles. The selection was made by users, nam ely STTA Director, Vice Director for A cadem ic Affairs, Vice Director for Financial Affairs and C om m unity Service Research Center to 62 lecturers who were active in research, com m unity service and publications indexed on Google Scholar. This user restriction is adjusted to the organizational structure at our university, where the five users have authority in assessing the perform ance of lecturers and giving awards to lecturers who are declared as the best lecturers. A fter Collaborative Filtering method is done to predict the final result using the rating given by the user. Based on the results of the system testing, it was concluded that the system that was built could be a solution to help select lecturers who were eligible to be given awards as the best of lecturer in the field of research and com m unity service.
Indexing
Keywords Language
decision support system; lecturer recom m endations; collaborative filtering method.
en
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Supporting Agencies
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References
References A. S. Honggowibowo, "Sistem Pakar Diagnosa Penyakit Tanaman Padi Berbasis Web Dengan Forward Dan Backward C haining/'TELKO M N IK A (Telecom m unication C om puting Electronics and Control), vol. 7, no. 3, p. 187, Dec. 2009.
F. Sukm ana and F. Rozi, "Decision Support System On Com puter Maintenance M anagem ent System Using Association Rule and Fisher Exact Test One Side P-Value," TELKO M N IKA (Telecom m unication Com puting Electronics and Control), vol. 15, no. 4, p. 1841, Dec. 2017.
R. M. Sam purno, K. Boro Seminar, and Y. Suharnoto, "Weed Control Decision S upport System Based on Precision A griculture Approach," TELKO M N IKA (Telecom m unication Com puting Electronics and Control), vol. 12, no. 2, p. 475, Jun. 2014.
S. 'Uyun and I. Riadi, "A Fuzzy Topsis M ultiple-Attribute Decision Making for S cholarship Selection,"
TELKO M N IKA (Telecom m unication C om puting Electronics and Control), vol. 9, no. 1, p. 37, Apr. 2011.
H. Babaei, J. Karimpour, and A. Hadidi, "Applying Hybrid Fuzzy M ulti-Criteria D ecision-Making Approach to Find the Best Ranking for the Soft C onstraint W eights of Lecturers in UCTP," International Journal of Fuzzy System s, vol. 20, no. 1, pp. 6 2 -7 7 , Feb. 2017.
P. R. Hasibuan, A. S. Honggowibow o, and H. W intolo, "Sistem Pakar Rekom endasi Pem injaman Buku Di Perpustakaan Sekolah Tinggi Teknologi A disu tjip to Yogyakarta Dengan Metode Penyaringan Kolaboratif,"
Compiler, vol. 1, no. 1, May 2012.
N. Mittal, R. Nayak, M. C. Govil, and K. C. Jain, "R ecom m ender System Fram ework Using C lustering and Collaborative Filtering," 2010 3rd International Conference on Em erging Trends in Engineering and Technology, Nov. 2010.
S. Parvatikar and B. Joshi, "O nline book recom m endation system by using collaborative filtering and association m ining," 2015 IEEE International Conference on Com putational Intelligence and Com puting Research (ICCIC), Dec. 2015
J. B. Schafer, D. Frankowski, J. Herlocker, and S. Sen, "C ollaborative Filtering Recom m ender System s,"
Lecture Notes in C om puter Science, pp. 29 1-3 24.
M.S. Babu & B.R.S. Kumar, An im plem entation of the user-based collaborative filtering algorithm , International Journal of C om puter Science and Inform ation Technologies 2,3, 2011: 1283-86.
E. Turban, J.E. Aronson, & T.P. Liang, Decision Support System s and In telligen t System s (Sistem Pendukung Keputusan dan Sistem Cerdas) edisi ketujuh jilid 1, Yogjakarta: Andi Offset, 2005.
Kusrini, Concepts and A p plication s of Decision S upport System s, Andi Offset, 2007.
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#8407 Review
SUMMARY REVIEW EDITING
Submission
Authors Anton Setiawan Honggowibow o, Hero W intolo, Yuliani Indrianingsih, Regina Maula A diba ^
Title Decision S upport System of Lecturer Selection Recom m endation with Collaborative Filtering Method
Section A rticles
Editor Rahm at Hidayat
PeerReview
Round 1
Review Version 8407-17437-1-RV.DOC 2019-03-21
Initiated 2019-06-12
Last m odified 2019-06-15
Uploaded file None
Editor Version None
A utho r Version 8407-18772-1-ED.DOCX 2019-06-17
Round 2
Review Version 8407-17437-2-RV.DOCX 2019-07-17
Initiated 2019-07-17
Last m odified 2019-09-10
Uploaded file None
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A ccep t S ubm ission 2019-10-29
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Editor/Author Correspondence http://insightsociety.Org/ojaseit/index.php/ijaseit/author/viewEditorDecisionComments/8407#8101
Editor/Author Correspondence
Editor Subject: [IJASEIT] Revision Required DELETE
2019-06-15
06:34 am Hero Wintolo:
We have reached a decision regarding your subm ission to International Journal on Advanced Science, Engineering and Inform ation Technology, "Decision S upport System of Lecturer Selection Recom m endation w ith Collaborative Filtering Method".
Our decision is to: Revision Required
Please subm it your revision in 10 days. More than 10 days of paper will be rejected from the system. Re-upload your revision into journal system NOT via email.
Editor
Reviewer A:
Please use equation w riter for equations instead of im ages Use tables and not im ages for the results
Com parisons with the literature are necessary.
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