{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,4]],"date-time":"2026-09-04T21:54:04Z","timestamp":1788558844012,"version":"build-2803163510"},"publisher-location":"New York, New York, USA","reference-count":32,"publisher":"ACM Press","license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"National Research Foundation of Korea","award":["NRF-2015S1A3A2046711"],"award-info":[{"award-number":["NRF-2015S1A3A2046711"]}]},{"name":"Ministry of Education of the Republic of Korea"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1145\/3184558.3186358","type":"proceedings-article","created":{"date-parts":[[2018,4,18]],"date-time":"2018-04-18T18:04:25Z","timestamp":1524074665000},"page":"373-378","source":"Crossref","is-referenced-by-count":11,"title":["Measuring the Impact of Topic Drift in Scholarly Networks"],"prefix":"10.1145","author":[{"given":"Tehmina","family":"Amjad","sequence":"first","affiliation":[{"name":"International Islamic University, Islamabad, Pakistan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ali","family":"Daud","sequence":"additional","affiliation":[{"name":"King Abdulaziz University & International Islamic University, Jeddah, Saudi Arabia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Min","family":"Song","sequence":"additional","affiliation":[{"name":"Yonsei University, seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","reference":[{"key":"key-10.1145\/3184558.3186358-1","doi-asserted-by":"crossref","unstructured":"H. Ankarali, O. Pasin, and S. Ankarali, \"A New Index for Evaluating Academic Performance: Hos-index,\" Int. J. Comput. Sci. Issues IJCSI, vol. 14, no. 3, p. 78, 2017.","DOI":"10.20943\/01201703.7886"},{"key":"key-10.1145\/3184558.3186358-2","doi-asserted-by":"crossref","unstructured":"J. G. Foster, A. Rzhetsky, and J. A. Evans, \"Tradition and innovation in scientists' research strategies,\" Am. Sociol. Rev., vol. 80, no. 5, pp. 875--908, 2015.","DOI":"10.1177\/0003122415601618"},{"key":"key-10.1145\/3184558.3186358-3","doi-asserted-by":"crossref","unstructured":"T. Amjad, A. Daud, D. Che, and A. Akram, \"MuICE: Mutual Influence and Citation Exclusivity Author Rank,\" Inf. Process. Manag., 2015.","DOI":"10.1016\/j.ipm.2015.12.001"},{"key":"key-10.1145\/3184558.3186358-4","doi-asserted-by":"crossref","unstructured":"D. Bouyssou and T. Marchant, \"Ranking authors using fractional counting of citations: An axiomatic approach,\" J. Informetr., vol. 10, no. 1, pp. 183--199, 2016.","DOI":"10.1016\/j.joi.2015.12.006"},{"key":"key-10.1145\/3184558.3186358-5","doi-asserted-by":"crossref","unstructured":"T. Amjad, Y. Ding, A. Daud, J. Xu, and V. Malic, \"Topic-based heterogeneous rank,\" Scientometrics, vol. 104, no. 1, pp. 313--334, 2015.","DOI":"10.1007\/s11192-015-1601-y"},{"key":"key-10.1145\/3184558.3186358-6","doi-asserted-by":"crossref","unstructured":"T. Amjad and A. Daud, \"Indexing of authors according to their domain of expertise,\" Malays. J. Libr. Inf. Sci., vol. 22, no. 1, pp. 69--82, 2017.","DOI":"10.22452\/mjlis.vol22no1.6"},{"key":"key-10.1145\/3184558.3186358-7","doi-asserted-by":"crossref","unstructured":"D. Peiris and R. Weerasinghe, \"Citation network-based framework for ranking academic Publications and venues,\" in Advances in ICT for Emerging Regions (ICTer), 2015 Fifteenth International Conference on, 2015, pp. 146--151.","DOI":"10.1109\/ICTER.2015.7377681"},{"key":"key-10.1145\/3184558.3186358-8","doi-asserted-by":"crossref","unstructured":"X. Liu, J. Bollen, M. L. Nelson, and H. Van de Sompel, \"Co-authorship networks in the digital library research community,\" Inf. Process. Manag., vol. 41, no. 6, pp. 1462--1480, 2005.","DOI":"10.1016\/j.ipm.2005.03.012"},{"key":"key-10.1145\/3184558.3186358-9","doi-asserted-by":"crossref","unstructured":"E. Yan and Y. Ding, \"Discovering author impact: A PageRank perspective,\" Inf. Process. Manag., vol. 47, no. 1, pp. 125--134, 2011.","DOI":"10.1016\/j.ipm.2010.05.002"},{"key":"key-10.1145\/3184558.3186358-10","doi-asserted-by":"crossref","unstructured":"D. Fiala, F. Rousselot, and K. Jezek, \"PageRank for bibliographic networks,\" Scientometrics, vol. 76, no. 1, pp. 135--158, 2008.","DOI":"10.1007\/s11192-007-1908-4"},{"key":"key-10.1145\/3184558.3186358-11","doi-asserted-by":"crossref","unstructured":"E. Yan and Y. Ding, \"Scholarly network similarities: How bibliographic coupling networks, citation networks, cocitation networks, topical networks, coauthorship networks, and coword networks relate to each other,\" J. Assoc. Inf. Sci. Technol., vol. 63, no. 7, pp. 1313--1326, 2012.","DOI":"10.1002\/asi.22680"},{"key":"key-10.1145\/3184558.3186358-12","doi-asserted-by":"crossref","unstructured":"E. Yan, Y. Ding, and C. R. Sugimoto, \"P-Rank: An indicator measuring prestige in heterogeneous scholarly networks,\" J. Am. Soc. Inf. Sci. Technol., vol. 62, no. 3, pp. 467--477, 2011.","DOI":"10.1002\/asi.21461"},{"key":"key-10.1145\/3184558.3186358-13","unstructured":"Z. Yang, L. Hong, and B. D. Davison, \"Topic-driven multi-type citation network analysis,\" in Adaptivity, Personalization and Fusion of Heterogeneous Information, 2010, pp. 24--31."},{"key":"key-10.1145\/3184558.3186358-14","unstructured":"T. Amjad, A. Daud, A. Akram, and F. Muhammed, \"Impact of mutual influence while ranking authors in a co-authorship network,\" Kuwait J. Sci., vol. 43, no. 3, 2016."},{"key":"key-10.1145\/3184558.3186358-15","doi-asserted-by":"crossref","unstructured":"X.-L. Li, C. S. Foo, K. L. Tew, and S.-K. Ng, \"Searching for rising stars in bibliography networks,\" in Database Systems for Advanced Applications, 2009, pp. 288--292.","DOI":"10.1007\/978-3-642-00887-0_25"},{"key":"key-10.1145\/3184558.3186358-16","doi-asserted-by":"crossref","unstructured":"A. Daud et al., \"Finding Rising Stars in Co-Author Networks via Weighted Mutual Influence,\" in Proceedings of the 26th International Conference on World Wide Web Companion, 2017, pp. 33--41.","DOI":"10.1145\/3041021.3054137"},{"key":"key-10.1145\/3184558.3186358-17","doi-asserted-by":"crossref","unstructured":"T. Amjad et al., \"Standing on the shoulders of giants,\" J. Informetr., vol. 11, no. 1, pp. 307--323, 2017.","DOI":"10.1016\/j.joi.2017.01.004"},{"key":"key-10.1145\/3184558.3186358-18","doi-asserted-by":"crossref","unstructured":"L. Li, X. Wang, Q. Zhang, P. Lei, M. Ma, and X. Chen, \"A quick and effective method for ranking authors in academic social network,\" in Multimedia and Ubiquitous Engineering, Springer, 2014, pp. 179--185.","DOI":"10.1007\/978-3-642-54900-7_26"},{"key":"key-10.1145\/3184558.3186358-19","doi-asserted-by":"crossref","unstructured":"D. Fiala and G. Tutoky, \"PageRank-based prediction of award-winning researchers and the impact of citations,\" J. Informetr., vol. 11, no. 4, pp. 1044--1068, 2017.","DOI":"10.1016\/j.joi.2017.09.008"},{"key":"key-10.1145\/3184558.3186358-20","doi-asserted-by":"crossref","unstructured":"T. Amjad, A. Daud, and N. R. Aljohani, \"Ranking authors in academic social networks: a survey,\" Libr. Hi Tech, vol. 36, no. 1, pp. 97--128, 2018.","DOI":"10.1108\/LHT-05-2017-0090"},{"key":"key-10.1145\/3184558.3186358-21","doi-asserted-by":"crossref","unstructured":"D. Fiala, \"Time-aware PageRank for bibliographic networks,\" J. Informetr., vol. 6, no. 3, pp. 370--388, 2012.","DOI":"10.1016\/j.joi.2012.02.002"},{"key":"key-10.1145\/3184558.3186358-22","doi-asserted-by":"crossref","unstructured":"M. Franceschet and G. Colavizza, \"TimeRank: A dynamic approach to rate scholars using citations,\" J. Informetr., vol. 11, no. 4, pp. 1128--1141, 2017.","DOI":"10.1016\/j.joi.2017.09.003"},{"key":"key-10.1145\/3184558.3186358-23","doi-asserted-by":"crossref","unstructured":"Y. Wang, Y. Tong, and M. Zeng, \"Ranking Scientific Articles by Exploiting Citations, Authors, Journals, and Time Information.,\" 2013.","DOI":"10.1609\/aaai.v27i1.8627"},{"key":"key-10.1145\/3184558.3186358-24","doi-asserted-by":"crossref","unstructured":"X. Kong, J. Zhou, J. Zhang, W. Wang, and F. Xia, \"TAPRank: A Time-Aware Author Ranking Method in Heterogeneous Networks,\" in Smart City\/SocialCom\/SustainCom (SmartCity), 2015 IEEE International Conference on, 2015, pp. 242--246.","DOI":"10.1109\/SmartCity.2015.78"},{"key":"key-10.1145\/3184558.3186358-25","doi-asserted-by":"crossref","unstructured":"A. Daud, J. Li, L. Zhou, and F. Muhammad, \"Temporal expert finding through generalized time topic modeling,\" Knowl.-Based Syst., vol. 23, no. 6, pp. 615--625, 2010.","DOI":"10.1016\/j.knosys.2010.04.008"},{"key":"key-10.1145\/3184558.3186358-26","doi-asserted-by":"crossref","unstructured":"Z. Yang, J. Tang, J. Zhang, J. Li, and B. Gao, \"Topic-level random walk through probabilistic model,\" in Advances in Data and Web Management, Springer, 2009, pp. 162--173.","DOI":"10.1007\/978-3-642-00672-2_16"},{"key":"key-10.1145\/3184558.3186358-27","unstructured":"T. A. Olowookere, B. O. Eke, and L. U. Oghenekaro, \"A Topic Modelling-Based Framework for Mining Digital Library's Text Documents,\" 2015."},{"key":"key-10.1145\/3184558.3186358-28","doi-asserted-by":"crossref","unstructured":"B. Chen, S. Tsutsui, Y. Ding, and F. Ma, \"Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval,\" J. Informetr., vol. 11, no. 4, pp. 1175--1189, 2017.","DOI":"10.1016\/j.joi.2017.10.003"},{"key":"key-10.1145\/3184558.3186358-29","unstructured":"M. Kim, I. Baek, and M. Song, \"Topic diffusion analysis of a weighted citation network in biomedical literature,\" J. Assoc. Inf. Sci. Technol."},{"key":"key-10.1145\/3184558.3186358-30","doi-asserted-by":"crossref","unstructured":"T. Jia, D. Wang, and B. K. Szymanski, \"Quantifying patterns of research-interest evolution,\" Nat. Hum. Behav., vol. 1, p. 78, 2017.","DOI":"10.1038\/s41562-017-0078"},{"key":"key-10.1145\/3184558.3186358-31","doi-asserted-by":"crossref","unstructured":"J. Tang, R. Jin, and J. Zhang, \"A topic modeling approach and its integration into the random walk framework for academic search,\" 2008, pp. 1055--1060.","DOI":"10.1109\/ICDM.2008.71"},{"key":"key-10.1145\/3184558.3186358-32","doi-asserted-by":"crossref","unstructured":"J. Tang, J. Zhang, L. Yao, J. Li, L. Zhang, and Z. Su, \"Arnetminer: extraction and mining of academic social networks,\" 2008, pp. 990--998.","DOI":"10.1145\/1401890.1402008"}],"event":{"name":"Companion of the The Web Conference 2018","location":"Lyon, France","acronym":"WWW '18","number":"2018","sponsor":["IW3C2, International World Wide Web Conference Committee","SIGWEB, ACM Special Interest Group on Hypertext, Hypermedia, and Web"],"start":{"date-parts":[[2018,4,23]]},"end":{"date-parts":[[2018,4,27]]}},"container-title":["Companion of the The Web Conference 2018 on The Web Conference 2018 - WWW '18"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3184558.3186358","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/dl.acm.org\/ft_gateway.cfm?id=3186358&ftid=1958184&dwn=1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:26:07Z","timestamp":1750213567000},"score":1,"resource":{"primary":{"URL":"http:\/\/dl.acm.org\/citation.cfm?doid=3184558.3186358"}},"subtitle":[],"proceedings-subject":"The Web Conference 2018","short-title":[],"issued":{"date-parts":[[2018]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1145\/3184558.3186358","relation":{},"subject":[],"published":{"date-parts":[[2018]]}}}