{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T16:48:24Z","timestamp":1775580504810,"version":"3.50.1"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2012,9,24]],"date-time":"2012-09-24T00:00:00Z","timestamp":1348444800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int J Multimed Info Retr"],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1007\/s13735-012-0018-0","type":"journal-article","created":{"date-parts":[[2012,9,22]],"date-time":"2012-09-22T22:55:40Z","timestamp":1348354540000},"page":"263-280","source":"Crossref","is-referenced-by-count":17,"title":["Leveraging visual concepts and query performance prediction for semantic-theme-based video retrieval"],"prefix":"10.1007","volume":"1","author":[{"given":"Stevan","family":"Rudinac","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Martha","family":"Larson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alan","family":"Hanjalic","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,9,24]]},"reference":[{"key":"18_CR1","doi-asserted-by":"crossref","unstructured":"Aly R, Doherty A, Hiemstra D, Smeaton A (2010) Beyond shot retrieval: searching for broadcast news items using language models of concepts. In: Advances in information retrieval, LNCS, vol 5993, Springer, Heidelberg, pp 241\u2013252","DOI":"10.1007\/978-3-642-12275-0_23"},{"key":"18_CR2","unstructured":"Arijon D (1976) Grammar of the Film Language. Silman-James Press, Los Angeles, CA, USA"},{"key":"18_CR3","doi-asserted-by":"crossref","unstructured":"Cronen-Townsend S, Zhou Y, Croft WB (2002) Predicting query performance. In: Proceedings 25th annual international ACM SIGIR conference on research and development in information retrieval, ACM, SIGIR \u201902, pp 299\u2013306","DOI":"10.1145\/564376.564429"},{"key":"18_CR4","doi-asserted-by":"crossref","unstructured":"Hauff C, Murdock V, Baeza-Yates R (2008) Improved query difficulty prediction for the web. In: Proceedings 17th ACM conference on information and knowledge management, ACM, CIKM \u201908, pp 439\u2013448","DOI":"10.1145\/1458082.1458142"},{"key":"18_CR5","doi-asserted-by":"crossref","unstructured":"Hauptmann A, Yan R, Lin WH (2007) How many high-level concepts will fill the semantic gap in news video retrieval? In: Proceedings 6th ACM international conference on Image and video retrieval, CIVR \u201907, pp 627\u2013634","DOI":"10.1145\/1282280.1282369"},{"key":"18_CR6","doi-asserted-by":"crossref","unstructured":"Hauptmann A, Christel M, Yan R (2008) Video retrieval based on semantic concepts. In: Proceedings of the IEEE, 96(4):602\u2013622","DOI":"10.1109\/JPROC.2008.916355"},{"key":"18_CR7","doi-asserted-by":"crossref","unstructured":"He J, Larson M, de Rijke M (2008) Using coherence-based measures to predict query difficulty. In: Advances in information retrieval, LNCS, vol 4956, Springer, Heidelberg, pp 689\u2013694","DOI":"10.1007\/978-3-540-78646-7_80"},{"key":"18_CR8","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1007\/s10032-009-0089-5","volume":"12","author":"J He","year":"2009","unstructured":"He J, Weerkamp W, Larson M, de Rijke M (2009) An effective coherence measure to determine topical consistency in user-generated content. Int J Doc Anal Recognit 12:185\u2013203","journal-title":"Int J Doc Anal Recognit"},{"key":"18_CR9","doi-asserted-by":"crossref","unstructured":"Hsu WH, Kennedy LS, Chang SF (2006) Video search reranking via information bottleneck principle. In: Proceedings 14th annual ACM international conference on Multimedia, ACM, MM \u201906, pp 35\u201344","DOI":"10.1145\/1180639.1180654"},{"key":"18_CR10","doi-asserted-by":"crossref","unstructured":"Huurnink B, Hofmann K, de Rijke M (2008) Assessing concept selection for video retrieval. In: Proceedings 1st ACM international conference on Multimedia information retrieval, ACM, MIR \u201908, pp 459\u2013466","DOI":"10.1145\/1460096.1460170"},{"key":"18_CR11","unstructured":"Jiang YG, Yanagawa A, Chang SF, Ngo CW (2008) CU-VIREO374: Fusing Columbia374 and VIREO374 for Large Scale Semantic Concept Detection. ADVENT Technical Report #223-2008-1, Columbia University, New York"},{"key":"18_CR12","unstructured":"Johnson SE, Jourlin P, Jones KS, Woodland PC (2000) Spoken document retrieval for trec-8 at cambridge university. In: Proceedings TREC-8, pp 197\u2013206"},{"key":"18_CR13","doi-asserted-by":"crossref","unstructured":"Larson M, Soleymani M, Serdyukov P, Rudinac S, Wartena C, Murdock V, Friedland G, Ordelman R, Jones GJF (2011) Automatic tagging and geotagging in video collections and communities. In: Proceedings 1st ACM Internatinal Conference on Multimedia Retrieval, ACM, ICMR \u201911, pp 51:1\u201351:8","DOI":"10.1145\/1991996.1992047"},{"key":"18_CR14","doi-asserted-by":"crossref","unstructured":"Lee KS, Croft WB, Allan J (2008) A cluster-based resampling method for pseudo-relevance feedback. In: Proceedings 31st annual international ACM SIGIR conference on research and development in information retrieval, ACM, SIGIR \u201908, pp 235\u2013242","DOI":"10.1145\/1390334.1390376"},{"key":"18_CR15","doi-asserted-by":"crossref","unstructured":"Manning CD, Raghavan P, Sch\u00fctze H (2008) Introduction to information retrieval. Cambridge University Press, Cambridge","DOI":"10.1017\/CBO9780511809071"},{"key":"18_CR16","doi-asserted-by":"crossref","unstructured":"Nack F, Dorai C, Venkatesh S (2001) Computational media aesthetics: finding meaning beautiful. Multimedia, IEEE 8(4):10\u201312","DOI":"10.1109\/93.959093"},{"key":"18_CR17","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1109\/MMUL.2006.63","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. IEEE MultiMedia 13:86\u201391","journal-title":"IEEE MultiMedia"},{"key":"18_CR18","doi-asserted-by":"crossref","unstructured":"Natsev AP, Haubold A, Te\u0161i\u0107 J, Xie L, Yan R (2007) Semantic concept-based query expansion and re-ranking for multimedia retrieval. In: Proceedings 15th international conference on Multimedia, ACM, MM \u201907, pp 991\u20131000","DOI":"10.1145\/1291233.1291448"},{"key":"18_CR19","unstructured":"Over P, Awad G, Fiscus J, Antonishek B, Qu G (2010) TRECVID 2010 an overview of the goals, tasks, data, evaluation mechanisms and metrics. In: Proceedings TRECVID Workshop, NIST, pp 1\u201334"},{"key":"18_CR20","unstructured":"van Rijsbergen CJ (1979) Information retrieval. Butterworth."},{"key":"18_CR21","doi-asserted-by":"crossref","unstructured":"Rudinac S, Larson M, Hanjalic A (2009) Exploiting visual reranking to improve pseudo-relevance feedback for spoken-content-based video retrieval. In: 10th Workshop on image analysis for multimedia interactive services, WIAMIS \u201909, pp 17\u201320","DOI":"10.1109\/WIAMIS.2009.5031421"},{"key":"18_CR22","doi-asserted-by":"crossref","unstructured":"Rudinac S, Larson M, Hanjalic A (2010a) Exploiting noisy visual concept detection to improve spoken content based video retrieval. In: Proceedings ACM internatinal conference on Multimedia, ACM, MM \u201910, pp 727\u2013730","DOI":"10.1145\/1873951.1874063"},{"key":"18_CR23","doi-asserted-by":"crossref","unstructured":"Rudinac S, Larson M, Hanjalic A (2010b) Exploiting result consistency to select query expansions for spoken content retrieval. In: Advances in information retrieval, LNCS, vol 5993, Springer, Heidelberg, pp 645\u2013648","DOI":"10.1007\/978-3-642-12275-0_67"},{"key":"18_CR24","doi-asserted-by":"crossref","unstructured":"Rudinac S, Larson M, Hanjalic A (2010c) Visual concept-based selection of query expansions for spoken content retrieval. In: Proceedings 33rd international ACM SIGIR conference on research and development in information retrieval, ACM, SIGIR \u201910, pp 891\u2013892","DOI":"10.1145\/1835449.1835668"},{"key":"18_CR25","doi-asserted-by":"crossref","first-page":"513","DOI":"10.1016\/0306-4573(88)90021-0","volume":"24","author":"G Salton","year":"1988","unstructured":"Salton G, Buckley C (1988) Term-weighting approaches in automatic text retrieval. Inf Process Manage 24:513\u2013523","journal-title":"Inf Process Manage"},{"issue":"2","key":"18_CR26","first-page":"215","volume":"4","author":"CGM Snoek","year":"2009","unstructured":"Snoek CGM, Worring M (2009) Concept-based video retrieval. Founda Trends Inf Retr 4(2):215\u2013322","journal-title":"Founda Trends Inf Retr"},{"key":"18_CR27","unstructured":"Snoek CGM et al (2008) The MediaMill TRECVID 2008 semantic video search engine. In: Proceedings TRECVID Workshop"},{"key":"18_CR28","unstructured":"Snoek CGM et al (2009) The MediaMill TRECVID 2009 semantic video search engine. In: Proceedings TRECVID Workshop"},{"key":"18_CR29","unstructured":"Theodoridis S, Koutroumbas K (2008) Pattern Recognition, 4th edn. Academic Press, Waltham, MA, USA"},{"key":"18_CR30","doi-asserted-by":"crossref","unstructured":"Tian X, Yang L, Wang J, Yang Y, Wu X, Hua XS (2008) Bayesian video search reranking. In: Proceedings 16th ACM international conference on Multimedia, ACM, MM \u201908, pp 131\u2013140","DOI":"10.1145\/1459359.1459378"},{"key":"18_CR31","doi-asserted-by":"crossref","unstructured":"Tian X, Lu Y, Yang L, Tian Q (2011) Learning to judge image search results. In: Proceedings 19th ACM international conference on Multimedia, ACM, MM \u201911, pp 363\u2013372","DOI":"10.1145\/2072298.2072346"},{"key":"18_CR32","doi-asserted-by":"crossref","unstructured":"Vasconcelos N, Lippman A (1997) Towards semantically meaningful feature spaces for the characterization of video content. In: Proceedings international conference on image processing, IEEE Computer Society, ICIP \u201997","DOI":"10.1109\/ICIP.1997.647375"},{"key":"18_CR33","doi-asserted-by":"crossref","unstructured":"Woodland PC, Johnson SE, Jourlin P, Jones KS (2000) Effects of out of vocabulary words in spoken document retrieval. In: Proceedings 23rd annual international ACM SIGIR conference on research and development in information retrieval, ACM, SIGIR \u201900, pp 372\u2013374","DOI":"10.1145\/345508.345661"},{"key":"18_CR34","unstructured":"Yang Y, Pedersen JO (1997) A comparative study on feature selection in text categorization. In: Proceedings 14th international conference on machine learning, Morgan Kaufmann Publishers Inc., ICML \u201997, pp 412\u2013420"},{"key":"18_CR35","doi-asserted-by":"crossref","unstructured":"Yom-Tov E, Fine S, Carmel D, Darlow A (2005) Learning to estimate query difficulty: including applications to missing content detection and distributed information retrival. In: Proceedings 28th annual international ACM SIGIR conference on research and development in information retrival, ACM, SIGIR\u201905, pp 512\u2013519","DOI":"10.1145\/1076034.1076121"}],"container-title":["International Journal of Multimedia Information Retrieval"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13735-012-0018-0.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13735-012-0018-0\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13735-012-0018-0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,4]],"date-time":"2019-07-04T00:32:43Z","timestamp":1562200363000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13735-012-0018-0"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,9,24]]},"references-count":35,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["18"],"URL":"https:\/\/doi.org\/10.1007\/s13735-012-0018-0","relation":{},"ISSN":["2192-6611","2192-662X"],"issn-type":[{"value":"2192-6611","type":"print"},{"value":"2192-662X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,9,24]]}}}