{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T17:15:02Z","timestamp":1743009302300,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319968896"},{"type":"electronic","value":"9783319968902"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-96890-2_2","type":"book-chapter","created":{"date-parts":[[2018,7,19]],"date-time":"2018-07-19T05:27:37Z","timestamp":1531978057000},"page":"16-31","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Rank-Integrated Topic Modeling: A General Framework"],"prefix":"10.1007","author":[{"given":"Zhen","family":"Zhang","sequence":"first","affiliation":[]},{"given":"Ruixuan","family":"Li","sequence":"additional","affiliation":[]},{"given":"Yuhua","family":"Li","sequence":"additional","affiliation":[]},{"given":"Xiwu","family":"Gu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,7,19]]},"reference":[{"key":"2_CR1","unstructured":"Hofmann, T.: Probabilistic latent semantic analysis. In: Proceedings of the 15th Conference on Uncertainty in Artificial Intelligence, pp. 289\u2013296. Morgan Kaufmann Publishers Inc. (1999)"},{"issue":"Jan","key":"2_CR2","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3(Jan), 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Sun, Y., Han, J., Gao, J., Yu, Y.: iTopicModel: information network-integrated topic modeling. In: Proceedings of the 9th IEEE International Conference on Data Mining, pp. 493\u2013502. IEEE (2009)","DOI":"10.1109\/ICDM.2009.43"},{"issue":"1","key":"2_CR4","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1214\/09-AOAS309","volume":"4","author":"J Chang","year":"2010","unstructured":"Chang, J., Blei, D.M.: Hierarchical relational models for document networks. Ann. Appl. Stat. 4(1), 124\u2013150 (2010)","journal-title":"Ann. Appl. Stat."},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Mei, Q., Cai, D., Zhang, D., Zhai, C.: Topic modeling with network regularization. In: Proceedings of the 17th International Conference on World Wide Web, pp. 101\u2013110. ACM (2008)","DOI":"10.1145\/1367497.1367512"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Duan, D., Li, Y., Li, R., Zhang, R., Wen, A.: RankTopic: ranking based topic modeling. In: Proceedings of the 12th IEEE International Conference on Data Mining, pp. 211\u2013220. IEEE (2012)","DOI":"10.1109\/ICDM.2012.12"},{"issue":"10","key":"2_CR7","doi-asserted-by":"publisher","first-page":"2493","DOI":"10.1109\/TKDE.2013.2297912","volume":"26","author":"D Duan","year":"2014","unstructured":"Duan, D., Li, Y., Li, R., Zhang, R., Gu, X., Wen, K.: LIMTopic: a framework of incorporating link based importance into topic modeling. IEEE Trans. Knowl. Data Eng. 26(10), 2493\u20132506 (2014)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Blei, D.M., Lafferty, J.D.: Dynamic topic models. In: Proceedings of the 23rd International Conference on Machine Learning, pp. 113\u2013120. ACM (2006)","DOI":"10.1145\/1143844.1143859"},{"key":"2_CR9","doi-asserted-by":"crossref","unstructured":"Guo, W., Wu, S., Wang, L., Tan, T.: Social-relational topic model for social networks. In: Proceedings of the 24th ACM International Conference on Information and Knowledge Management, pp. 1731\u20131734. ACM (2015)","DOI":"10.1145\/2806416.2806611"},{"key":"2_CR10","doi-asserted-by":"crossref","unstructured":"Yao, L., Zhang, Y., Wei, B., Jin, Z., Zhang, R., Zhang, Y., Chen, Q.: Incorporating knowledge graph embeddings into topic modeling. In: AAAI, pp. 3119\u20133126 (2017)","DOI":"10.1609\/aaai.v31i1.10951"},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"He, J., Hu, Z., Berg-Kirkpatrick, T., Huang, Y., Xing, E.P.: Efficient correlated topic modeling with topic embedding. In: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 225\u2013233. ACM (2017)","DOI":"10.1145\/3097983.3098074"},{"issue":"2","key":"2_CR12","doi-asserted-by":"publisher","first-page":"11:1","DOI":"10.1145\/3091108","volume":"36","author":"C Li","year":"2017","unstructured":"Li, C., Duan, Y., Wang, H., Zhang, Z., Sun, A., Ma, Z.: Enhancing topic modeling for short texts with auxiliary word embeddings. ACM Trans. Inf. Syst. 36(2), 11:1\u201311:30 (2017)","journal-title":"ACM Trans. Inf. Syst."},{"issue":"5","key":"2_CR13","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1007\/s10994-016-5599-z","volume":"106","author":"C Liu","year":"2017","unstructured":"Liu, C., Jin, T., Hoi, S.C., Zhao, P., Sun, J.: Collaborative topic regression for online recommender systems: an online and Bayesian approach. Mach. Learn. 106(5), 651\u2013670 (2017)","journal-title":"Mach. Learn."},{"key":"2_CR14","doi-asserted-by":"crossref","unstructured":"Nie, L., Davison, B.D., Qi, X.: Topical link analysis for web search. In: Proceedings of the 29th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 91\u201398. ACM (2006)","DOI":"10.1145\/1148170.1148189"},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Yao, W., He, J., Wang, H., Zhang, Y., Cao, J.: Collaborative topic ranking: leveraging item meta-data for sparsity reduction. In: AAAI, pp. 374\u2013380 (2015)","DOI":"10.1609\/aaai.v29i1.9151"},{"key":"2_CR16","unstructured":"Ding, W., Ishwar, P., Saligrama, V.: A topic modeling approach to ranking. In: Artificial Intelligence and Statistics, pp. 214\u2013222 (2015)"}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-96890-2_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T12:29:17Z","timestamp":1710246557000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-96890-2_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319968896","9783319968902"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-96890-2_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"19 July 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APWeb-WAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Macau","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23 July 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 July 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/conferences.cis.umac.mo\/apwebwaim2018\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}