{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,29]],"date-time":"2025-09-29T08:18:22Z","timestamp":1759133902107,"version":"3.41.0"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319495859"},{"type":"electronic","value":"9783319495866"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-49586-6_42","type":"book-chapter","created":{"date-parts":[[2016,11,12]],"date-time":"2016-11-12T03:49:37Z","timestamp":1478922577000},"page":"591-603","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Event Evolution Model Based on Random Walk Model with Hot Topic Extraction"],"prefix":"10.1007","author":[{"given":"Chunzi","family":"Wu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bin","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bai","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,11,13]]},"reference":[{"key":"42_CR1","doi-asserted-by":"crossref","unstructured":"Shahaf, D., Guestrin, C.: Connecting the dots between news articles. In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 25-28 July, Washington, D.C. ACM Press, New York (2010)","DOI":"10.1145\/1835804.1835884"},{"key":"42_CR2","unstructured":"Swan, R., Jensen, D.: TimeMines: constructing timelines with statistical models of word usage. In: Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 20\u201323 August, Boston, MA. ACM Press, New York (2000)"},{"key":"42_CR3","doi-asserted-by":"crossref","unstructured":"Makkonen, J.: Investigations on event evolution in TDT. In: Proceedings of HLT NAACL 2003 Student Research Workshop, pp, 43\u201348 (2003)","DOI":"10.3115\/1073416.1073424"},{"key":"42_CR4","doi-asserted-by":"crossref","unstructured":"Shahaf, D., Guestrin, C., Horvitz E.: Trains of thought: generating information maps. In: Proceedings of the 21st International Conference on the World Wide Web, 16\u201320 April, Lyon, France, pp. 899\u2013908. ACM Press, New York (2012)","DOI":"10.1145\/2187836.2187957"},{"issue":"11","key":"42_CR5","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1145\/2735624","volume":"58","author":"D Shahaf","year":"2015","unstructured":"Shahaf, D., Guestrin, C., Horvitz, E., Leskovec, J.: Information cartography. Commun. ACM 58(11), 62\u201373 (2015)","journal-title":"Commun. ACM"},{"issue":"04","key":"42_CR6","first-page":"166","volume":"2013","author":"Z Hui","year":"2013","unstructured":"Hui, Z., Guohui, L., Li, J., et al.: A method of constructing news events evolution. J. Natl. Univ. Defense Technol. 2013(04), 166\u2013170 (2013)","journal-title":"J. Natl. Univ. Defense Technol."},{"key":"42_CR7","doi-asserted-by":"crossref","unstructured":"Kalyanam, J., Mantrach, A., Saez-Trumper, D., Vahabi, H., Lanckriet, G.: Leveraging social context for modeling topic evolution. In: Knowledge Discovery and Data Mining, pp. 517\u2013526 (2015)","DOI":"10.1145\/2783258.2783319"},{"key":"42_CR8","unstructured":"Pei, L., Lakshmanan, L.V.S., et al.: Incremental cluster evolution tracking from highly dynamic network data. In: Proceedings of 2014 IEEE 30th International Conference on Data Engineering, 31 March \u2013 4 April (2014)"},{"key":"42_CR9","doi-asserted-by":"crossref","unstructured":"Cai, H., Huang, Z., Srivastava, D., et al.: Indexing evolving events from tweet streams. In: Proceedings of 2016 IEEE 32nd International Conference on Data Engineering, 16-20 May 2016, pp. 1538\u20131539 (2016)","DOI":"10.1109\/ICDE.2016.7498413"},{"key":"42_CR10","unstructured":"Xingxing, L.: Finding Trend and Automatic Topic Features Extraction. Central China Normal University (2009)"},{"key":"42_CR11","doi-asserted-by":"crossref","unstructured":"Zhifang, Y., Chao, W., Fan, Z., et al.: Emerging rumor identification for social media with hot topic detection. In: 2015 12th Web Information System and Application Conference (WISA), pp. 53\u201358 (2015)","DOI":"10.1109\/WISA.2015.19"},{"key":"42_CR12","doi-asserted-by":"crossref","unstructured":"Goulong, L., Xiaofei, X., Ying, Z., et al.: An improved latent Dirichlet allocation model for hot topic extraction. In: 2014 IEEE Fourth International Conference on Big Data and Cloud Computing (BdCloud), pp. 470\u2013476 (2014)","DOI":"10.1109\/BDCloud.2014.55"},{"key":"42_CR13","first-page":"107","volume":"51","author":"D Jeffrey","year":"2008","unstructured":"Jeffrey, D., Sanjay, G.: MapReduce: simplified data processing on large clusters. Commun. ACM 51, 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"key":"42_CR14","unstructured":"Matei, Z., Mosharaf, C., et al.: Spark: cluster computing with working sets. In: Proceedings of the 2nd USENIX Conference on Hot Topics in Cloud Computing (HotCloud 2010), p. 10 (2010)"},{"issue":"3","key":"42_CR15","first-page":"9","volume":"35","author":"Z Hui","year":"2013","unstructured":"Hui, Z., Guohui, L., Li, J., et al.: On-line news event detection based on TF\u00b7IEF model. J. Natl. Univ. Defense Technol. 35(3), 9 (2013)","journal-title":"J. Natl. Univ. Defense Technol."},{"key":"42_CR16","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/S0169-7552(98)00110-X","volume":"30","author":"S Brin","year":"1998","unstructured":"Brin, S., Page, L.: The anatomy of a large-scale hyper textual Web search engine. Comput. Netw. ISDN Syst. 30, 107\u2013117 (1998)","journal-title":"Comput. Netw. ISDN Syst."}],"container-title":["Lecture Notes in Computer Science","Advanced Data Mining and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-49586-6_42","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T12:01:54Z","timestamp":1749729714000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-49586-6_42"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319495859","9783319495866"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-49586-6_42","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"13 November 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ADMA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Data Mining and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Gold Coast","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 December 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 December 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"adma2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/cs.adelaide.edu.au\/~adma2016\/index.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}