{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,11,17]],"date-time":"2023-11-17T07:44:22Z","timestamp":1700207062596},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2013,9,18]],"date-time":"2013-09-18T00:00:00Z","timestamp":1379462400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Datenbank Spektrum"],"published-print":{"date-parts":[[2013,11]]},"DOI":"10.1007\/s13222-013-0134-x","type":"journal-article","created":{"date-parts":[[2013,9,17]],"date-time":"2013-09-17T08:53:51Z","timestamp":1379408031000},"page":"213-223","source":"Crossref","is-referenced-by-count":7,"title":["An Interactive System for Visual Analytics of Dynamic Topic Models"],"prefix":"10.1007","volume":"13","author":[{"given":"Nikou","family":"G\u00fcnnemann","sequence":"first","affiliation":[]},{"given":"Michael","family":"Derntl","sequence":"additional","affiliation":[]},{"given":"Ralf","family":"Klamma","sequence":"additional","affiliation":[]},{"given":"Matthias","family":"Jarke","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2013,9,18]]},"reference":[{"key":"134_CR1","first-page":"20","volume-title":"Conference on uncertainty in artificial intelligence (UAI)","author":"A Ahmed","year":"2010","unstructured":"Ahmed A, Xing EP (2010) Timeline: a dynamic hierarchical Dirichlet process model for recovering birth\/death and evolution of topics in text stream. In: Conference on uncertainty in artificial intelligence (UAI), pp 20\u201329"},{"issue":"4","key":"134_CR2","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1145\/2133806.2133826","volume":"55","author":"DM Blei","year":"2012","unstructured":"Blei DM (2012) Probabilistic topic models. Commun ACM 55(4):77\u201384","journal-title":"Commun ACM"},{"key":"134_CR3","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1145\/1143844.1143859","volume-title":"International conference on machine learning (ICML)","author":"DM Blei","year":"2006","unstructured":"Blei DM, Lafferty JD (2006) Dynamic topic models. In: International conference on machine learning (ICML), pp 113\u2013120"},{"key":"134_CR4","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. J Mach Learn Res 3:993\u20131022","journal-title":"J Mach Learn Res"},{"key":"134_CR5","volume-title":"International conference on weblogs and social","author":"AJ-B Chaney","year":"2012","unstructured":"Chaney AJ-B, Blei DM (2012) Visualizing topic models. In: International conference on weblogs and social, Media (ICWSM)"},{"key":"134_CR6","doi-asserted-by":"crossref","first-page":"757","DOI":"10.1007\/978-0-387-39940-9_126","volume-title":"Encyclopedia of database systems","author":"E Cohen","year":"2009","unstructured":"Cohen E (2009) Decay models. In: Encyclopedia of database systems, pp 757\u2013761"},{"key":"134_CR7","first-page":"1379","volume-title":"International conference on data engineering (ICDE)","author":"G Cormode","year":"2008","unstructured":"Cormode G, Korn F, Tirthapura S (2008) Exponentially decayed aggregates on data streams. In: International conference on data engineering (ICDE), pp 1379\u20131381"},{"key":"134_CR8","volume-title":"Mediabase ready and first analysis report, TEL-map deliverable D4.3","author":"M Derntl","year":"2011","unstructured":"Derntl M, Cooper A, Pham MC, Klamma R, Renzel D (2011) In: Mediabase ready and first analysis report, TEL-map deliverable D4.3"},{"issue":"3","key":"134_CR9","first-page":"2","volume":"14","author":"M Derntl","year":"2012","unstructured":"Derntl M, Klamma R (2012) A mediabase for technology enhanced learning in Europe. IEEE Learn. Technol. Newslett. 14(3):2\u20135","journal-title":"IEEE Learn. Technol. Newslett."},{"key":"134_CR10","first-page":"31","volume-title":"International symposium on information theory","author":"B Fuglede","year":"2004","unstructured":"Fuglede B, Topsoe F (2004) Jensen-Shannon divergence and Hilbert space embedding. In: International symposium on information theory. IEEE Press, New York, p 31"},{"key":"134_CR11","first-page":"237","volume-title":"BTW workshops","author":"N G\u00fcnnemann","year":"2013","unstructured":"G\u00fcnnemann N (2013) D-VITA: a visual interactive text analysis system using dynamic topic mining. In: BTW workshops, pp 237\u2013246"},{"key":"134_CR12","first-page":"115","volume-title":"IEEE symposium on information visualization (INFOVIS)","author":"S Havre","year":"2000","unstructured":"Havre S, Hetzler EG, Nowell LT (2000) ThemeRiver: visualizing theme changes over time. In: IEEE symposium on information visualization (INFOVIS), pp 115\u2013123"},{"key":"134_CR13","first-page":"957","volume-title":"ACM international conference on information and knowledge management (CIKM)","author":"Q He","year":"2009","unstructured":"He Q, Chen B, Pei J, Qiu B, Mitra P, Giles CL (2009) Detecting topic evolution in scientific literature: how can citations help? In: ACM international conference on information and knowledge management (CIKM), pp 957\u2013966"},{"key":"134_CR14","first-page":"484","volume-title":"ACM SIGKDD international conference on knowledge","author":"L Hong","year":"2011","unstructured":"Hong L, Yin D, Guo J, Davison BD (2011) Tracking trends: incorporating term volume into temporal topic models. In: ACM SIGKDD international conference on knowledge, pp 484\u2013492"},{"key":"134_CR15","first-page":"257","volume-title":"World wide web conference (WWW)","author":"Y Jo","year":"2011","unstructured":"Jo Y, Hopcroft JE, Lagoze C (2011) The web of topics: discovering the topology of topic evolution in a corpus. In: World wide web conference (WWW), pp 257\u2013266"},{"key":"134_CR16","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1007\/978-3-540-71080-6_6","volume-title":"Visual data mining","author":"D Keim","year":"2008","unstructured":"Keim D, Mansmann F, Schneidewind J, Thomas J, Ziegler H (2008) Visual analytics: scope and challenges. In: Visual data mining, pp 76\u201390"},{"key":"134_CR17","first-page":"497","volume-title":"ACM SIGKDD international conference on knowledge","author":"J Leskovec","year":"2009","unstructured":"Leskovec J, Backstrom L, Kleinberg JM (2009) Meme-tracking and the dynamics of the news cycle. In: ACM SIGKDD international conference on knowledge, pp 497\u2013506"},{"issue":"2","key":"134_CR18","first-page":"25","volume":"3","author":"S Liu","year":"2012","unstructured":"Liu S, Zhou MX, Pan S, Song Y, Qian W, Cai W, Lian X (2012) TIARA: interactive, topic-based visual text summarization and analysis. ACM Trans Intell Syst Technol 3(2):25","journal-title":"ACM Trans Intell Syst Technol"},{"key":"134_CR19","first-page":"198","volume-title":"ACM SIGKDD international conference on knowledge","author":"Q Mei","year":"2005","unstructured":"Mei Q, Zhai C (2005) Discovering evolutionary theme patterns from text: an exploration of temporal text mining. In: ACM SIGKDD international conference on knowledge, pp 198\u2013207"},{"issue":"3","key":"134_CR20","doi-asserted-by":"crossref","first-page":"218","DOI":"10.1016\/j.futures.2011.10.004","volume":"44","author":"S Mendon\u00e7a","year":"2012","unstructured":"Mendon\u00e7a S, Cardoso G, Cara\u00e7a J (2012) The strategic strength of weak signal analysis. Futures 44(3):218\u2013228","journal-title":"Futures"},{"key":"134_CR21","unstructured":"Taibi D, Dietze S (2013) Fostering analytics on learning analytics research: the LAK dataset. Technical report, http:\/\/resources.linkededucation.org\/2013\/03\/lak-dataset-taibi.pdf"},{"key":"134_CR22","first-page":"579","volume-title":"Conference on uncertainty in artificial intelligence (UAI)","author":"C Wang","year":"2008","unstructured":"Wang C, Blei DM, Heckerman D (2008) Continuous time dynamic topic models. In: Conference on uncertainty in artificial intelligence (UAI), pp 579\u2013586"},{"key":"134_CR23","first-page":"424","volume-title":"ACM SIGKDD international conference on knowledge","author":"X Wang","year":"2006","unstructured":"Wang X, McCallum A (2006) Topics over time: a non-Markov continuous-time model of topical trends. In: ACM SIGKDD international conference on knowledge, pp 424\u2013433"}],"container-title":["Datenbank-Spektrum"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13222-013-0134-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13222-013-0134-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13222-013-0134-x","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,6]],"date-time":"2022-03-06T08:52:10Z","timestamp":1646556730000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13222-013-0134-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,9,18]]},"references-count":23,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2013,11]]}},"alternative-id":["134"],"URL":"https:\/\/doi.org\/10.1007\/s13222-013-0134-x","relation":{},"ISSN":["1618-2162","1610-1995"],"issn-type":[{"value":"1618-2162","type":"print"},{"value":"1610-1995","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,9,18]]}}}