{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,5]],"date-time":"2025-10-05T19:51:49Z","timestamp":1759693909408,"version":"3.37.3"},"reference-count":50,"publisher":"Springer Science and Business Media LLC","issue":"15","license":[{"start":{"date-parts":[[2015,7,12]],"date-time":"2015-07-12T00:00:00Z","timestamp":1436659200000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1007\/s11042-015-2757-4","type":"journal-article","created":{"date-parts":[[2015,7,11]],"date-time":"2015-07-11T03:13:31Z","timestamp":1436584411000},"page":"9025-9043","update-policy":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":20,"title":["Knowledge based query expansion in complex multimedia event detection"],"prefix":"10.1007","volume":"75","author":[{"ORCID":"https:\/\/2.zoppoz.workers.dev:443\/https\/orcid.org\/0000-0002-2775-8351","authenticated-orcid":false,"given":"Maaike","family":"de Boer","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Klamer","family":"Schutte","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wessel","family":"Kraaij","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,7,12]]},"reference":[{"key":"2757_CR1","doi-asserted-by":"crossref","unstructured":"Baeza-Yates R, Ciaramita M, Mika P, Zaragoza H (2008) Towards semantic search. In: Natural language and information systems. Springer, pp 4\u201311","DOI":"10.1007\/978-3-540-69858-6_2"},{"key":"2757_CR2","doi-asserted-by":"crossref","unstructured":"Bagdanov AD, Bertini M, Del Bimbo A, Serra G, Torniai C (2007) Semantic annotation and retrieval of video events using multimedia ontologies. In: International conference on semantic computing. IEEE, pp 713\u2013720","DOI":"10.1109\/ICSC.2007.30"},{"issue":"1","key":"2757_CR3","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1007\/s11042-010-0643-7","volume":"51","author":"L Ballan","year":"2011","unstructured":"Ballan L, Bertini M, Del Bimbo A, Seidenari L, Serra G (2011) Event detection and recognition for semantic annotation of video. Multimed Tools Appl 51(1):279\u2013302","journal-title":"Multimed Tools Appl"},{"key":"2757_CR4","first-page":"146","volume-title":"Knowledge-based approaches to query expansion in information retrieval","author":"RC Bodner","year":"1996","unstructured":"Bodner RC, Song F (1996) Knowledge-based approaches to query expansion in information retrieval. Springer, Berlin, pp 146\u2013158. ISBN:3-540-61291-2"},{"key":"2757_CR5","unstructured":"de Boer M, Schutte K, Kraaij W (2013) Event classification using concepts In: ICT-Open, pp 39\u201342"},{"key":"2757_CR6","unstructured":"Bouma H, Azzopardi G, Spitters M, de Wit J, Versloot C, van der Zon R, Eendebak P, Baan J, ten Hove JM, van Eekeren A, ter Haar F, den Hollander R, van Huis J, de Boer M, van Antwerpen G, Broekhuijsen J, Daniele L, Brandt P, Schavemaker J, Kraaij W, Schutte K (2013) TNO at TRECVID 2013: multimedia event detection and instance search. In: Proceedings of TRECVID 2013"},{"key":"2757_CR7","unstructured":"Burgess J, Green J (2013) YouTube: online video and participatory culture. Wiley. ISBN-13: 978-0745644790"},{"key":"2757_CR8","doi-asserted-by":"crossref","unstructured":"Caputo B, M\u00fcller H, Martinez-Gomez J, Villegas M, Acar B, Patricia N, Marvasti N, \u00dcsk\u00fcdarl\u0131 S, Paredes R, Cazorla M et al (2014) ImageCLEF 2014: overview and analysis of the results. In: Information access evaluation. Multilinguality, multimodality, and interaction. Springer, pp 192\u2013211","DOI":"10.1007\/978-3-319-11382-1_18"},{"issue":"1","key":"2757_CR9","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2071389.2071390","volume":"44","author":"C Carpineto","year":"2012","unstructured":"Carpineto C, Romano G (2012) A survey of automatic query expansion in information retrieval. ACM Comput Surv (CSUR) 44(1):1","journal-title":"ACM Comput Surv (CSUR)"},{"key":"2757_CR10","doi-asserted-by":"crossref","unstructured":"Chen J, Cui Y, Ye G, Liu D, Chang SF (2014) Event-driven semantic concept discovery by exploiting weakly tagged internet images. In: Proceedings of international conference on multimedia retrieval. ACM, p 1","DOI":"10.1145\/2578726.2578729"},{"key":"2757_CR11","doi-asserted-by":"crossref","unstructured":"Deng J, Dong W, Socher R, Li L J, Li K, Fei-Fei L (2009) Imagenet: a large-scale hierarchical image database. In: Conference on computer vision and pattern recognition. IEEE, pp 248\u2013255","DOI":"10.1109\/CVPR.2009.5206848"},{"issue":"4","key":"2757_CR12","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1109\/MMUL.2005.87","volume":"12","author":"AR Francois","year":"2005","unstructured":"Francois AR, Nevatia R, Hobbs J, Bolles RC, Smith JR (2005) VERL: an ontology framework for representing and annotating video events. MultiMedia IEEE 12(4):76\u201386","journal-title":"MultiMedia IEEE"},{"key":"2757_CR13","doi-asserted-by":"crossref","unstructured":"Georis B, Maziere M, Bremond F, Thonnat M (2004) A video interpretation platform applied to bank agency monitoring. In: IEEE Intelligent Surveillance Systems (IDSS-04), pp 46\u201350","DOI":"10.1049\/ic:20040097"},{"key":"2757_CR14","doi-asserted-by":"crossref","unstructured":"Habibian A, van de Sande KE, Snoek CG (2013) Recommendations for video event recognition using concept vocabularies. In: Proceedings of the 3rd ACM conference on International conference on multimedia retrieval. ACM, pp 89\u201396","DOI":"10.1145\/2461466.2461482"},{"key":"2757_CR15","doi-asserted-by":"crossref","unstructured":"Hare JS, Lewis PH, Enser PG, Sandom CJ (2006) Mind the gap: another look at the problem of the semantic gap in image retrieval. In: Electronic imaging 2006, pp 607,309\u2013607,309. International society for optics and photonics","DOI":"10.1117\/12.647755"},{"key":"2757_CR16","doi-asserted-by":"crossref","unstructured":"Hassan S, Mihalcea R (2011) Semantic relatedness using salient semantic analysis. In: Proceedings of AAAI confences on artificial intelligence, pp 884\u2013889","DOI":"10.1609\/aaai.v25i1.7971"},{"key":"2757_CR17","doi-asserted-by":"crossref","unstructured":"Hauptmann AG, Christel MG (2004) Successful approaches in the TREC video retrieval evaluations. In: Proceedings of the 12th annual ACM international conference on multimedia. ACM, pp 668\u2013675","DOI":"10.1145\/1027527.1027681"},{"key":"2757_CR18","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1016\/j.artint.2012.06.001","volume":"194","author":"J Hoffart","year":"2013","unstructured":"Hoffart J, Suchanek FM, Berberich K, Weikum G (2013) YAGO2: a spatially and temporally enhanced knowledge base from wikipedia. Artif Intell 194:28\u201361","journal-title":"Artif Intell"},{"issue":"3","key":"2757_CR19","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1007\/s12652-011-0094-7","volume":"4","author":"E Hoque","year":"2013","unstructured":"Hoque E, Hoeber O, Strong G, Gong M (2013) Combining conceptual query expansion and visual search results exploration for web image retrieval. J Ambient Intell Human Comput 4(3):389\u2013400","journal-title":"J Ambient Intell Human Comput"},{"key":"2757_CR20","unstructured":"Jiang YG, Bhattacharya S, Chang SF, Shah M (2012) High-level event recognition in unconstrained videos. In: International journal of multimedia information retrieval, pp 1\u201329"},{"key":"2757_CR21","doi-asserted-by":"crossref","unstructured":"Kotov A, Zhai C (2012) Tapping into knowledge base for concept feedback: leveraging conceptnet to improve search results for difficult queries. In: Proceedings of the fifth ACM international conference on Web search and data mining. ACM, pp 403\u2013412","DOI":"10.1145\/2124295.2124344"},{"key":"2757_CR22","doi-asserted-by":"crossref","unstructured":"Leong CW, Hassan S, Ruiz ME, Mihalcea R (2011) Improving query expansion for image retrieval via saliency and picturability. In: Multilingual and multimodal information access evaluation. Springer, pp 137\u2013142","DOI":"10.1007\/978-3-642-23708-9_16"},{"key":"2757_CR23","unstructured":"Liu XH (2002) Semantic understanding and commonsense reasoning in an adaptive photo agent. Ph.D. thesis. Massachusetts Institute of Technology"},{"key":"2757_CR24","doi-asserted-by":"crossref","unstructured":"Ma Z, Yang Y, Cai Y, Sebe N, Hauptmann AG (2012) Knowledge adaptation for ad hoc multimedia event detection with few exemplars. In: Proceedings of the 20th ACM international conference on multimedia. ACM, pp 469\u2013478","DOI":"10.1145\/2393347.2393414"},{"key":"2757_CR25","doi-asserted-by":"crossref","unstructured":"Manning CD, Surdeanu M, Bauer J, Finkel J, Bethard SJ, McClosky D (2014) The Stanford CoreNLP natural language processing toolkit. In: Proceedings of 52nd annual meeting of the association for computational linguistics: system demonstrations, pp 55\u201360","DOI":"10.3115\/v1\/P14-5010"},{"key":"2757_CR26","unstructured":"Mascardi V, Cord\u00ec V, Rosso P (2007) A comparison of upper ontologies. In: WOA, pp 55\u201364"},{"key":"2757_CR27","doi-asserted-by":"crossref","unstructured":"Mazloom M, Habibian A, Snoek CG (2013) Querying for video events by semantic signatures from few examples. In: MM\u201913, pp 609\u2013612","DOI":"10.1145\/2502081.2502160"},{"issue":"11","key":"2757_CR28","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1145\/219717.219748","volume":"38","author":"GA Miller","year":"1995","unstructured":"Miller GA (1995) Wordnet: a lexical database for english. Commun ACM 38(11):39\u201341","journal-title":"Commun ACM"},{"key":"2757_CR29","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1016\/j.artint.2012.06.007","volume":"194","author":"D Milne","year":"2013","unstructured":"Milne D, Witten IH (2013) An open-source toolkit for mining wikipedia. Artif Intell 194:222\u2013239","journal-title":"Artif Intell"},{"issue":"3","key":"2757_CR30","first-page":"86","volume":"13","author":"M Naphade","year":"2006","unstructured":"Naphade M, Smith JR, Tesic J, Chang SF, Hsu W, Kennedy L, Hauptmann A, Curtis J (2006) Large-scale concept ontology for multimedia. MultiMedia. IEEE 13(3):86\u201391","journal-title":"IEEE"},{"key":"2757_CR31","unstructured":"Natarajan P, Natarajan P, Manohar V, Wu S, Tsakalidis S, Vitaladevuni SN, Zhuang X, Prasad R, Ye G, Liu D et al (2011) Bbn viser trecvid 2011 multimedia event detection system. In: NIST TRECVID workshop, vol 62"},{"key":"2757_CR32","doi-asserted-by":"crossref","unstructured":"Natsev AP, Haubold A, Tes\u0307i\u0107 J, Xie L, Yan R (2007) Semantic concept-based query expansion and re-ranking for multimedia retrieval. In: Proceedings of the 15th international conference on multimedia. ACM, pp 991\u20131000","DOI":"10.1145\/1291233.1291448"},{"key":"2757_CR33","unstructured":"Ngo CW, Lu YJ, Zhang H, Yao T, Tan CC, Pang L, de Boer M, Schavemaker J, Schutte K, Kraaij W (2014) VIREO-TNO @ TRECVID 2014: multimedia event detection and recounting (MED and MER). In: Proceedings of TRECVID 2014"},{"key":"2757_CR34","unstructured":"Over P, Awad G, Michel M, Fiscus J, Sanders G, Kraaij W, Smeaton AF, Quenot G (2013) TRECVID 2013 \u2013 an overview of the goals, tasks, data, evaluation mechanisms and metrics. In: Proceedings of TRECVID 2013, NIST, USA"},{"issue":"2","key":"2757_CR35","doi-asserted-by":"crossref","first-page":"80","DOI":"10.1109\/MMUL.2004.1289045","volume":"11","author":"P Over","year":"2004","unstructured":"Over P, Leung C, Ip H, Grubinger M (2004) Multimedia retrieval benchmarks. Multimedia 11(2):80\u201384","journal-title":"Multimedia"},{"issue":"10","key":"2757_CR36","first-page":"4047","volume":"10","author":"PB Patil","year":"2011","unstructured":"Patil PB, Kokare MB (2011) Relevance feedback in content based image retrieval: a review. J Appl Comput Sci Math 10(10):4047","journal-title":"J Appl Comput Sci Math"},{"key":"2757_CR37","doi-asserted-by":"crossref","unstructured":"Pedersen T, Patwardhan S, Michelizzi J (2004) Wordnet:: similarity: measuring the relatedness of concepts. In: Demonstration Papers at HLT-NAACL 2004, pp 38\u201341. Association for Computational Linguistics","DOI":"10.3115\/1614025.1614037"},{"key":"2757_CR38","first-page":"20","volume":"102","author":"D Pisanelli","year":"2004","unstructured":"Pisanelli D (2004) Biodynamic ontology: applying BFO in the biomedical domain. Ontologies Med 102:20","journal-title":"Ontologies Med"},{"key":"2757_CR39","unstructured":"Russakovsky O, Deng J, Su H, Krause J, Satheesh S, Ma S, Huang Z, Karpathy A, Khosla A, Bernstein M et al (2014) Imagenet large scale visual recognition challenge. arXiv preprint arXiv: 1409.0575"},{"issue":"1","key":"2757_CR40","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/jswis.2005010101","volume":"1","author":"A Sheth","year":"2005","unstructured":"Sheth A, Ramakrishnan C, Thomas C (2005) Semantics for the semantic web: the implicit, the formal and the powerful. Int J Semantic Web Inf Syst (IJSWIS) 1(1):1\u201318","journal-title":"Int J Semantic Web Inf Syst (IJSWIS)"},{"key":"2757_CR41","first-page":"321","volume-title":"Evaluation campaigns and trecvid. In: MIR \u201906: Proceedings of the 8th ACM international workshop on multimedia information retrieval","author":"AF Smeaton","year":"2006","unstructured":"Smeaton AF, Over P, Kraaij W (2006) Evaluation campaigns and trecvid. In: MIR \u201906: Proceedings of the 8th ACM international workshop on multimedia information retrieval. ACM Press, New York, pp 321\u2013330"},{"issue":"12","key":"2757_CR42","doi-asserted-by":"crossref","first-page":"1349","DOI":"10.1109\/34.895972","volume":"22","author":"AW Smeulders","year":"2000","unstructured":"Smeulders AW, Worring M, Santini S, Gupta A, Jain R (2000) Content-based image retrieval at the end of the early years. IEEE Trans Pattern Anal Mach Intell 22(12):1349\u20131380","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"6","key":"2757_CR43","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1109\/MC.2010.183","volume":"43","author":"CG Snoek","year":"2010","unstructured":"Snoek CG, Smeulders AW (2010) Visual-concept search solved? IEEE Comput 43(6):76\u201378","journal-title":"IEEE Comput"},{"key":"2757_CR44","unstructured":"Speer R, Havasi C (2012) Representing general relational knowledge in conceptnet 5. In: LREC, pp 3679\u20133686"},{"issue":"2","key":"2757_CR45","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1109\/MMUL.2014.29","volume":"21","author":"K Tu","year":"2014","unstructured":"Tu K, Meng M, Lee MW, Choe TE, Zhu SC (2014) Joint video and text parsing for understanding events and answering queries. MultiMedia IEEE 21(2):42\u201370","journal-title":"MultiMedia IEEE"},{"key":"2757_CR46","unstructured":"Vatant B, Wick M (2012) Geonames ontology. https:\/\/2.zoppoz.workers.dev:443\/http\/www.geonames.org\/ontology\/"},{"key":"2757_CR47","doi-asserted-by":"crossref","unstructured":"Von Ahn L, Kedia M, Blum M (2006) Verbosity: a game for collecting common-sense facts. In: Proceedings of the SIGCHI conference on human factors in computing systems. ACM, pp 75\u201378","DOI":"10.1145\/1124772.1124784"},{"key":"2757_CR48","unstructured":"Voss J (2005) Measuring wikipedia. In: Proceedings of 10th international conference of the international society for scientometrics and informetrics"},{"key":"2757_CR49","doi-asserted-by":"crossref","unstructured":"Wu Z, Palmer M (1994) Verbs semantics and lexical selection. In: Proceedings of the 32nd annual meeting on association for computational linguistics, pp 133\u2013138. Association for Computational Linguistics","DOI":"10.3115\/981732.981751"},{"key":"2757_CR50","unstructured":"van der Zon R (2014) A knowledge base approach for semantic interpretation and decomposition in concept based video retrieval. Master\u2019s thesis, TU Delft"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/link.springer.com\/article\/10.1007\/s11042-015-2757-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-2757-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-2757-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,12]],"date-time":"2023-08-12T05:05:57Z","timestamp":1691816757000},"score":1,"resource":{"primary":{"URL":"https:\/\/2.zoppoz.workers.dev:443\/http\/link.springer.com\/10.1007\/s11042-015-2757-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7,12]]},"references-count":50,"journal-issue":{"issue":"15","published-print":{"date-parts":[[2016,8]]}},"alternative-id":["2757"],"URL":"https:\/\/2.zoppoz.workers.dev:443\/https\/doi.org\/10.1007\/s11042-015-2757-4","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2015,7,12]]}}}