{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,28]],"date-time":"2026-02-28T17:55:53Z","timestamp":1772301353481,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":30,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642412295","type":"print"},{"value":"9783642412301","type":"electronic"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-41230-1_5","type":"book-chapter","created":{"date-parts":[[2013,10,7]],"date-time":"2013-10-07T05:14:17Z","timestamp":1381122857000},"page":"57-71","source":"Crossref","is-referenced-by-count":26,"title":["Efficient Online Novelty Detection in News Streams"],"prefix":"10.1007","author":[{"given":"Margarita","family":"Karkali","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fran\u00e7ois","family":"Rousseau","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexandros","family":"Ntoulas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michalis","family":"Vazirgiannis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"5_CR1","series-title":"The Information Retrieval Series","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-1-4615-0933-2_1","volume-title":"Topic Detection and Tracking","author":"J. Allan","year":"2002","unstructured":"Allan, J.: Introduction to topic detection and tracking. In: Allan, J. (ed.) Topic Detection and Tracking. The Information Retrieval Series, vol.\u00a012, pp. 1\u201316. Springer, US (2002)"},{"key":"5_CR2","doi-asserted-by":"crossref","unstructured":"Allan, J., Lavrenko, V., Jin, H.: First story detection in tdt is hard. In: CIKM 2000, pp. 374\u2013381. ACM (2000)","DOI":"10.1145\/354756.354843"},{"key":"5_CR3","unstructured":"Allan, J., Lavrenko, V., Malin, D., Swan, R.: Detections, bounds, and timelines: Umass and tdt-3. In: Topic Detection and Tracking Workshop, TDT-3 (2000)"},{"key":"5_CR4","doi-asserted-by":"crossref","unstructured":"Allan, J., Wade, C., Bolivar, A.: Retrieval and novelty detection at the sentence level. In: SIGIR 2003, pp. 314\u2013321. ACM (2003)","DOI":"10.1145\/860435.860493"},{"key":"5_CR5","doi-asserted-by":"crossref","unstructured":"Fang, H., Tao, T., Zhai, C.: A formal study of information retrieval heuristics. In: SIGIR 2004, pp. 49\u201356. ACM (2004)","DOI":"10.1145\/1008992.1009004"},{"key":"5_CR6","doi-asserted-by":"crossref","unstructured":"Fiscus, J.G., Doddington, G.R.: Topic detection and tracking. In: Allan, J. (ed.) Topic Detection and Tracking, ch. 1, pp. 17\u201331. Kluwer Academic Publishers (2002)","DOI":"10.1007\/978-1-4615-0933-2_2"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Harman, D.: Overview of the trec 2002 novelty track. In: TREC 2002, pp. 46\u201355. NIST Special Publication 500-251 (2002)","DOI":"10.6028\/NIST.SP.500-251.novelty-overview"},{"key":"5_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1007\/978-3-642-01307-2_7","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"A.T. Kwee","year":"2009","unstructured":"Kwee, A.T., Tsai, F.S., Tang, W.: Sentence-level novelty detection in English and Malay. In: Theeramunkong, T., Kijsirikul, B., Cercone, N., Ho, T.-B. (eds.) PAKDD 2009. LNCS, vol.\u00a05476, pp. 40\u201351. Springer, Heidelberg (2009)"},{"key":"5_CR9","doi-asserted-by":"crossref","unstructured":"Li, X., Croft, W.B.: Novelty detection based on sentence level patterns. In: CIKM 2005, pp. 744\u2013751. ACM (2005)","DOI":"10.1145\/1099554.1099734"},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Luo, G., Tang, C., Yu, P.S.: Resource-adaptive real-time new event detection. In: SIGMOD 2007, pp. 497\u2013508. ACM (2007)","DOI":"10.1145\/1247480.1247536"},{"key":"5_CR11","doi-asserted-by":"crossref","unstructured":"Manmatha, R., Feng, A., Allan, J.: A critical examination of tdt\u2019s cost function. In: SIGIR 2002, pp. 403\u2013404. ACM (2002)","DOI":"10.1145\/564376.564465"},{"issue":"12","key":"5_CR12","doi-asserted-by":"publisher","first-page":"2481","DOI":"10.1016\/j.sigpro.2003.07.018","volume":"83","author":"M. Markou","year":"2003","unstructured":"Markou, M., Singh, S.: Novelty detection a review\u2013part 1: statistical approaches. Signal Process.\u00a083(12), 2481\u20132497 (2003)","journal-title":"Signal Process."},{"issue":"12","key":"5_CR13","doi-asserted-by":"publisher","first-page":"2499","DOI":"10.1016\/j.sigpro.2003.07.019","volume":"83","author":"M. Markou","year":"2003","unstructured":"Markou, M., Singh, S.: Novelty detection a review-part 2: neural network based approaches. Signal Process.\u00a083(12), 2499\u20132521 (2003)","journal-title":"Signal Process."},{"key":"5_CR14","doi-asserted-by":"crossref","unstructured":"Martin, A., Doddington, G., Kamm, T., Ordowski, M., Przybocki, M.: The det curve in assessment of detection task performance. In: 5th European Conference on Speech Communication and Technology, pp. 1895\u20131898 (1997)","DOI":"10.21437\/Eurospeech.1997-504"},{"key":"5_CR15","doi-asserted-by":"crossref","unstructured":"Ohgaya, R., Shimmura, A., Takagi, T., Aizawa, A.N.: Meiji university web and novelty track experiments at trec 2003. In: TREC 2003, pp. 399\u2013407 (2003)","DOI":"10.6028\/NIST.SP.500-255.novelty-meijiu.takagi"},{"key":"5_CR16","unstructured":"Petrovi\u0107, S., Osborne, M., Lavrenko, V.: Streaming first story detection with application to twitter. In: HLT 2010, pp. 181\u2013189. ACL (2010)"},{"issue":"SI","key":"5_CR17","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1145\/278459.258529","volume":"31","author":"S.E. Robertson","year":"1997","unstructured":"Robertson, S.E., Walker, S.: On relevance weights with little relevance information. SIGIR Forum\u00a031(SI), 16\u201324 (1997)","journal-title":"SIGIR Forum"},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Robertson, S.E., Walker, S., Sparck Jones, K., Hancock-Beaulieu, M., Gatford, M.: Okapi at TREC-3. In: TREC-3, pp. 109\u2013126 (1994)","DOI":"10.6028\/NIST.SP.500-225.adhoc-city"},{"key":"5_CR19","unstructured":"Singhal, A., Salton, G., Buckley, C.: Length normalization in degraded text collections. Technical report, Cornell University, Ithaca, NY, USA (1995)"},{"key":"5_CR20","doi-asserted-by":"crossref","unstructured":"Soboroff, I.: Overview of the trec 2004 novelty track. In: TREC 2004. NIST Special Publication, pp. 500\u2013251 (2004)","DOI":"10.6028\/NIST.SP.500-261.novelty-overview"},{"key":"5_CR21","doi-asserted-by":"crossref","unstructured":"Soboroff, I., Harman, D.: Overview of the trec 2003 novelty track. In: TREC 2003. NIST Special Publication, pp. 500\u2013251 (2003)","DOI":"10.6028\/NIST.SP.500-255.novelty-overview"},{"key":"5_CR22","doi-asserted-by":"crossref","unstructured":"Soboroff, I., Harman, D.: Novelty detection: the trec experience. In: HLT 2005, pp. 105\u2013112. ACL (2005)","DOI":"10.3115\/1220575.1220589"},{"issue":"1","key":"5_CR23","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1108\/eb026526","volume":"28","author":"K. Sparck Jones","year":"1972","unstructured":"Sparck Jones, K.: A statistical interpretation of term specificity and its application in retrieval. Journal of Documentation\u00a028(1), 11\u201320 (1972)","journal-title":"Journal of Documentation"},{"key":"5_CR24","doi-asserted-by":"publisher","first-page":"1255","DOI":"10.3923\/itj.2010.1255.1261","volume":"9","author":"F.S. Tsai","year":"2010","unstructured":"Tsai, F.S.: Review of techniques for intelligent novelty mining. Information Technology Journal\u00a09, 1255\u20131261 (2010)","journal-title":"Information Technology Journal"},{"issue":"11","key":"5_CR25","first-page":"14094","volume":"38","author":"F.S. Tsai","year":"2011","unstructured":"Tsai, F.S., Kwee, A.T.: Experiments in term weighting for novelty mining. Expert Systems with Applications\u00a038(11), 14094\u201314101 (2011)","journal-title":"Expert Systems with Applications"},{"issue":"12","key":"5_CR26","doi-asserted-by":"publisher","first-page":"2359","DOI":"10.1016\/j.ins.2010.02.020","volume":"180","author":"F.S. Tsai","year":"2010","unstructured":"Tsai, F.S., Tang, W., Chan, K.L.: Evaluation of novelty metrics for sentence-level novelty mining. Inf. Sci.\u00a0180(12), 2359\u20132374 (2010)","journal-title":"Inf. Sci."},{"key":"5_CR27","doi-asserted-by":"crossref","unstructured":"Verheij, A., Kleijn, A., Frasincar, F., Hogenboom, F.: A comparison study for novelty control mechanisms applied to web news stories. In: WI 2012, pp. 431\u2013436. IEEE Computer Society (2012)","DOI":"10.1109\/WI-IAT.2012.128"},{"key":"5_CR28","doi-asserted-by":"crossref","unstructured":"Yang, Y., Zhang, J., Carbonell, J., Jin, C.: Topic-conditioned novelty detection. In: KDD 2002, pp. 688\u2013693. ACM (2002)","DOI":"10.1145\/775107.775150"},{"key":"5_CR29","first-page":"215","volume-title":"SIGIR 2007","author":"K. Zhang","year":"2007","unstructured":"Zhang, K., Zi, J., Wu, L.G.: New event detection based on indexing-tree and named entity. In: SIGIR 2007, pp. 215\u2013222. ACM, New York (2007)"},{"key":"5_CR30","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Callan, J., Minka, T.: Novelty and redundancy detection in adaptive filtering. In: SIGIR 2002, pp. 81\u201388. ACM (2002)","DOI":"10.1145\/564376.564393"}],"container-title":["Lecture Notes in Computer Science","Web Information Systems Engineering \u2013 WISE 2013"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-41230-1_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T15:44:23Z","timestamp":1746027863000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-41230-1_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642412295","9783642412301"],"references-count":30,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-41230-1_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013]]}}}