TY - GEN
T1 - Automatic ranking system of university based on technology readiness level using LDA-Adaboost.MH
AU - Rintyarna, Bagus Setya
AU - Sarno, Riyanarto
AU - Yuananda, Arga Lancana
N1 - Publisher Copyright:
© 2018 IEEE.
PY - 2018/4/26
Y1 - 2018/4/26
N2 - Regarding the intense competition among universities, a university ranking based on certain criteria is widely carried out. There are two core criteria for producing University Ranking, namely qualitative and quantitative criteria. Commonly, the ranking is yielded from an extensive survey involving related parties. Considering the labour intensive work of providing the ranking by the survey, this work proposes to measure the quality of university based on their technology readiness level by with the ranking of universities will be provided. Technology readiness level is the maturity level of research and technology implementation adopted by the university. To obtain an academic reputation score of universities based on the technology readiness level, we investigate the content of the academic paper of universities. We assume that the abstract of the paper represents the paper content. Accordingly, we collect the paper abstract of several reputable universities in Indonesia and mine the content by using LDA-Adaboost.MH. We also introduce formula to calculate university academic reputation. In the last step, a university ranking is generated. The results is comparable with the well-known QS University Rankings by 91.6% of similarity.
AB - Regarding the intense competition among universities, a university ranking based on certain criteria is widely carried out. There are two core criteria for producing University Ranking, namely qualitative and quantitative criteria. Commonly, the ranking is yielded from an extensive survey involving related parties. Considering the labour intensive work of providing the ranking by the survey, this work proposes to measure the quality of university based on their technology readiness level by with the ranking of universities will be provided. Technology readiness level is the maturity level of research and technology implementation adopted by the university. To obtain an academic reputation score of universities based on the technology readiness level, we investigate the content of the academic paper of universities. We assume that the abstract of the paper represents the paper content. Accordingly, we collect the paper abstract of several reputable universities in Indonesia and mine the content by using LDA-Adaboost.MH. We also introduce formula to calculate university academic reputation. In the last step, a university ranking is generated. The results is comparable with the well-known QS University Rankings by 91.6% of similarity.
KW - LDA-Adaboost MH
KW - University Ranking
KW - technology readiness level
UR - http://www.scopus.com/inward/record.url?scp=85050486706&partnerID=8YFLogxK
U2 - 10.1109/ICOIACT.2018.8350706
DO - 10.1109/ICOIACT.2018.8350706
M3 - Conference contribution
AN - SCOPUS:85050486706
T3 - 2018 International Conference on Information and Communications Technology, ICOIACT 2018
SP - 495
EP - 499
BT - 2018 International Conference on Information and Communications Technology, ICOIACT 2018
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st International Conference on Information and Communications Technology, ICOIACT 2018
Y2 - 6 March 2018 through 7 March 2018
ER -