{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T22:26:13Z","timestamp":1765232773016},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030295158"},{"type":"electronic","value":"9783030295165"}],"license":[{"start":{"date-parts":[[2019,8,24]],"date-time":"2019-08-24T00:00:00Z","timestamp":1566604800000},"content-version":"tdm","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":[[2020]]},"DOI":"10.1007\/978-3-030-29516-5_36","type":"book-chapter","created":{"date-parts":[[2019,8,23]],"date-time":"2019-08-23T16:03:48Z","timestamp":1566576228000},"page":"457-466","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Semantic Topic Discovery for Lecture Video"],"prefix":"10.1007","author":[{"given":"Jiang","family":"Bian","sequence":"first","affiliation":[]},{"given":"Mao Lin","family":"Huang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,8,24]]},"reference":[{"key":"36_CR1","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic indexing. In: ACM SIGIR Forum, vol. 51, no. 2, pp. 211\u2013218. ACM (2017)","DOI":"10.1145\/3130348.3130370"},{"issue":"1\u20132","key":"36_CR2","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1023\/A:1007617005950","volume":"42","author":"T Hofmann","year":"2001","unstructured":"Hofmann, T.: Unsupervised learning by probabilistic latent semantic analysis. Mach. Learn. 42(1\u20132), 177\u2013196 (2001)","journal-title":"Mach. Learn."},{"key":"36_CR3","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, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"issue":"suppl 1","key":"36_CR4","doi-asserted-by":"publisher","first-page":"5228","DOI":"10.1073\/pnas.0307752101","volume":"101","author":"TL Griffiths","year":"2004","unstructured":"Griffiths, T.L., Steyvers, M.: Finding scientific topics. Proc. Natl. Acad. Sci. 101(suppl 1), 5228\u20135235 (2004)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"36_CR5","doi-asserted-by":"crossref","unstructured":"Azaiez, I., Ben Ahmed, M.: An approach of a semantic annotation and thematisation of AV documents. In: 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA), pp. 1406\u20131411. IEEE (2010)","DOI":"10.1109\/ISDA.2010.5687107"},{"key":"36_CR6","unstructured":"Lee, L.-S., Chen, S.-C., Ho, Y., Chen, J.-F., Li, M.-H., Li, T.-H.: An initial prototype system for Chinese spoken document understanding and organization for indexing\/browsing and retrieval applications. In: 2004 International Symposium on Chinese Spoken Language Processing, pp. 329\u2013332. IEEE (2004)"},{"key":"36_CR7","unstructured":"Li, W., Zhou, X., Chai, T.: \u201cBag of visual words\u201d and latent semantic analysis-based burning state recognition for rotary kiln sintering process. In: Control and Decision Conference (CCDC), 2011 Chinese, pp. 377\u2013382. IEEE (2011)"},{"key":"36_CR8","doi-asserted-by":"crossref","unstructured":"Ide, I., Mo, H., Katayama, N., Satoh, S.: Exploiting topic thread structures in a news video archive for the semi-automatic generation of video summaries. In: 2006 IEEE International Conference on Multimedia and Expo, pp. 1473\u20131476. IEEE (2006)","DOI":"10.1109\/ICME.2006.262820"},{"key":"36_CR9","unstructured":"Mase, M., Yamada, S., Nitta, K.: Extracting topic maps from Web pages by Web link structure and content. In: Evolutionary Computation, CEC 2008 (IEEE World Congress on Computational Intelligence). IEEE Congress on, pp. 1232\u20131239. IEEE (2008)"},{"key":"36_CR10","doi-asserted-by":"crossref","unstructured":"Huang, R., Lin, F., Shi, Z.: Focused crawling with heterogeneous semantic information. In: IEEE\/WIC\/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2008, vol. 1, pp. 525\u2013531. IEEE (2008)","DOI":"10.1109\/WIIAT.2008.87"},{"key":"36_CR11","doi-asserted-by":"crossref","unstructured":"Hennig, L., Strecker, T., Narr, S., De Luca, E.W., Albayrak, S.: Identifying sentence-level semantic content units with topic models. In: 2010 Workshop on Database and Expert Systems Applications (DEXA), pp. 59\u201363. IEEE (2010)","DOI":"10.1109\/DEXA.2010.33"},{"key":"36_CR12","doi-asserted-by":"crossref","unstructured":"Zhang, W., Qin, Z., Wan, T.: Image scene categorization using multi-bag-of-features. In: 2011 International Conference on Machine Learning and Cybernetics (ICMLC), vol. 4, pp. 1804\u20131808. IEEE (2011)","DOI":"10.1109\/ICMLC.2011.6017012"},{"issue":"7","key":"36_CR13","doi-asserted-by":"publisher","first-page":"1875","DOI":"10.1109\/TASL.2010.2102592","volume":"19","author":"S-Y Kong","year":"2011","unstructured":"Kong, S.-Y., Lee, L.-S.: Semantic analysis and organization of spoken documents based on parameters derived from latent topics. IEEE Trans. Audio Speech Lang. Process. 19(7), 1875\u20131889 (2011)","journal-title":"IEEE Trans. Audio Speech Lang. Process."},{"key":"36_CR14","doi-asserted-by":"crossref","unstructured":"Liu, H., Liu, G., Lv, Y.: Semantic hyperlink analysis model. In: Fourth International Conference on Semantics, Knowledge and Grid, SKG 2008, pp. 416\u2013419. IEEE (2008)","DOI":"10.1109\/SKG.2008.7"},{"key":"36_CR15","doi-asserted-by":"crossref","unstructured":"Vretos, N., Nikolaidis, N., Pitas, I.: A perceptual hashing algorithm using latent Dirichlet allocation. In: IEEE International Conference on Multimedia and Expo, ICME 2009, pp. 362\u2013365. IEEE (2009)","DOI":"10.1109\/ICME.2009.5202509"},{"key":"36_CR16","unstructured":"Ngo, C.-W., Pong, T.-C., Huang, T.S.: Detection of slide transition for topic indexing. In: 2002 IEEE International Conference on Multimedia and Expo, ICME 2002. Proceedings, vol. 2, pp. 533\u2013536. IEEE (2002)"},{"key":"36_CR17","unstructured":"Mirylenka, K., Miksovic, C., Scotton, P.: Applicability of latent Dirichlet allocation for company modeling. In: Industrial Conference on Data Mining (ICDM-2016) (2016)"},{"key":"36_CR18","doi-asserted-by":"crossref","unstructured":"Hu, C., Cao, H., Gong, Q.: Sub-Gibbs sampling: a new strategy for inferring LDA. In: 2017 IEEE International Conference on Data Mining (ICDM), pp. 907\u2013912. IEEE (2017)","DOI":"10.1109\/ICDM.2017.113"}],"container-title":["Advances in Intelligent Systems and Computing","Intelligent Systems and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-29516-5_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,23]],"date-time":"2019-08-23T16:15:58Z","timestamp":1566576958000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-29516-5_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,8,24]]},"ISBN":["9783030295158","9783030295165"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-29516-5_36","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,8,24]]},"assertion":[{"value":"24 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IntelliSys","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Proceedings of SAI Intelligent Systems Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"London","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"United Kingdom","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 September 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"intellisys2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/saiconference.com\/IntelliSys","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}