{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T14:05:59Z","timestamp":1774533959084,"version":"3.50.1"},"reference-count":38,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T00:00:00Z","timestamp":1494806400000},"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":["Multimed Tools Appl"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1007\/s11042-017-4807-6","type":"journal-article","created":{"date-parts":[[2017,5,15]],"date-time":"2017-05-15T17:08:23Z","timestamp":1494868103000},"page":"9093-9110","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":19,"title":["Movie summarization using bullet screen comments"],"prefix":"10.1007","volume":"77","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4262-6998","authenticated-orcid":false,"given":"Shan","family":"Sun","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Feng","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"He","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,5,15]]},"reference":[{"key":"4807_CR1","doi-asserted-by":"publisher","unstructured":"Agnihotri L, Devera KV, McGee T, Dimitrova N (2001) Summarization of video programs based on closed captions. Storage Retriev Media Databases. doi:\n                        10.1117\/12.410973","DOI":"10.1117\/12.410973"},{"key":"4807_CR2","unstructured":"Bilibili. \n                        http:\/\/www.bilibili.com\/"},{"key":"4807_CR3","unstructured":"Bilibilijj. \n                        http:\/\/www.bilibilijj.com\/"},{"key":"4807_CR4","doi-asserted-by":"publisher","unstructured":"Darabi K, Ghinea G (2016) User-centred personalised video abstraction approach adopting SIFT features. Multimed Tools Appl. doi:\n                        10.1007\/s11042-015-3210-4","DOI":"10.1007\/s11042-015-3210-4"},{"issue":"3","key":"4807_CR5","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1109\/MMUL.2015.33","volume":"22","author":"CA Dimoulas","year":"2015","unstructured":"Dimoulas CA, Symeonidis AL (2015) Syncing shared multimedia through audiovisual bimodal segmentation. IEEE MultiMed 22(3):26\u201342. doi:\n                        10.1109\/MMUL.2015.33","journal-title":"IEEE MultiMed"},{"issue":"11","key":"4807_CR6","doi-asserted-by":"publisher","first-page":"6373","DOI":"10.1007\/s11042-015-2576-7","volume":"75","author":"DP Dogra","year":"2015","unstructured":"Dogra DP, Ahmed A, Bhaskar H (2015) Smart video summarization using mealy machine-based trajectory modelling for surveillance applications. Multimed Tools Appl 75(11):6373\u20136401. doi:\n                        10.1007\/s11042-015-2576-7","journal-title":"Multimed Tools Appl"},{"key":"4807_CR7","doi-asserted-by":"publisher","unstructured":"Doman K, Tomita T, Ide I, Deguchi D, Murase H (2014) Event detection based on twitter enthusiasm degree for generating a sports highlight video. In: Proceedings of the 18th ACM international conference on multimedia. doi:\n                        10.1145\/2647868.2654973","DOI":"10.1145\/2647868.2654973"},{"issue":"1","key":"4807_CR8","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1016\/j.image.2012.10.002","volume":"28","author":"N Ejaz","year":"2013","unstructured":"Ejaz N, Mehmood I, Baik SW (2013) Efficient visual attention based framework for extracting key frames from videos. Signal Process Image Commun 28(1):34\u201344. doi:\n                        10.1016\/j.image.2012.10.002","journal-title":"Signal Process Image Commun"},{"issue":"3","key":"4807_CR9","doi-asserted-by":"publisher","first-page":"993","DOI":"10.1016\/j.compeleceng.2013.10.005","volume":"40","author":"N Ejaz","year":"2014","unstructured":"Ejaz N, Mehmood I, Baik SW (2014) Feature aggregation based visual attention model for video summarization. Comput Electric Eng 40(3):993\u20131005. doi:\n                        10.1016\/j.compeleceng.2013.10.005","journal-title":"Comput Electric Eng"},{"issue":"7","key":"4807_CR10","doi-asserted-by":"publisher","first-page":"1553","DOI":"10.1109\/TMM.2013.2267205","volume":"15","author":"G Evangelopoulos","year":"2013","unstructured":"Evangelopoulos G, Zlatintsi A, Potamianos A, Maragos P, Rapantzikos K, Skoumas G, Avrithis Y (2013) Multimodal saliency and fusion for movie summarization based on aural, visual, and textual attention. IEEE Trans Multimed 15(7):1553\u20131568. doi:\n                        10.1109\/TMM.2013.2267205","journal-title":"IEEE Trans Multimed"},{"key":"4807_CR11","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1016\/j.image.2015.09.005","volume":"39","author":"L Ferreira","year":"2015","unstructured":"Ferreira L, Silva Cruz LA, Assuncao P (2015) A generic framework for optimal 2D\/3D key-frame extraction driven by aggregated saliency maps. Signal Process Image Commun 39:98\u2013110. doi:\n                        10.1016\/j.image.2015.09.005","journal-title":"Signal Process Image Commun"},{"key":"4807_CR12","doi-asserted-by":"publisher","unstructured":"Furini M, Ghini V (2006) An audio-video summarization scheme based on audio and video analysis. In: Proceedings of IEEE consumer communications & networking. doi:\n                        10.1109\/CCNC.2006.1593230","DOI":"10.1109\/CCNC.2006.1593230"},{"key":"4807_CR13","doi-asserted-by":"publisher","unstructured":"Hannon J, McCarthy K, Lynch J, Smyth B (2011) Personalized and automatic social summarization of events in video. In: Proceedings of the 16th international conference on intelligent user interfaces. doi:\n                        10.1145\/1943403.1943459","DOI":"10.1145\/1943403.1943459"},{"issue":"2","key":"4807_CR14","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1109\/MSP.2006.1621451","volume":"23","author":"Y Li","year":"2006","unstructured":"Li Y, Lee SH, Yeh CH, Kuo CC (2006) Techniques for movie content analysis and skimming: tutorial and overview on video abstraction techniques. IEEE Signal Process Mag 23(2):79\u201389. doi:\n                        10.1109\/MSP.2006.1621451","journal-title":"IEEE Signal Process Mag"},{"issue":"1","key":"4807_CR15","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1109\/TBC.2011.2170611","volume":"58","author":"W Lin","year":"2012","unstructured":"Lin W, Sun MT, Li H, Chen Z, Li W, Zhou B (2012) Macroblock classification for video applications involving motions. IEEE Trans Broadcast 58 (1):34\u201346. doi:\n                        10.1109\/TBC.2011.2170611","journal-title":"IEEE Trans Broadcast"},{"key":"4807_CR16","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1016\/j.neucom.2014.12.044","volume":"155","author":"W Lin","year":"2015","unstructured":"Lin W, Zhang Y, Lu J, Zhou B, Wang J, Zhou Y (2015) Summarizing surveillance videos with local-patch-learning-based abnormality detection, blob sequence optimization, and type-based synopsis. Neurocomputing 155:84\u201398. doi:\n                        10.1016\/j.neucom.2014.12.044","journal-title":"Neurocomputing"},{"key":"4807_CR17","doi-asserted-by":"publisher","unstructured":"Lowe DG (1999) Object recognition from local scale-invariant features. In: Proceedings of the 7th IEEE international conference on computer vision. doi:\n                        10.1109\/ICCV.1999.790410","DOI":"10.1109\/ICCV.1999.790410"},{"key":"4807_CR18","doi-asserted-by":"publisher","unstructured":"Lu Z, Grauman K (2013) Story-driven summarization for egocentric video. In: Proceedings of IEEE conference on computer vision and pattern recognition. doi:\n                        10.1109\/CVPR.2013.350","DOI":"10.1109\/CVPR.2013.350"},{"issue":"5","key":"4807_CR19","doi-asserted-by":"publisher","first-page":"907","DOI":"10.1109\/TMM.2005.854410","volume":"7","author":"YF Ma","year":"2005","unstructured":"Ma YF, Hua XS, Lu L, Zhang HJ (2005) A generic framework of user attention model and its application in video summarization. IEEE Trans Multimed 7(5):907\u2013919. doi:\n                        10.1109\/TMM.2005.854410","journal-title":"IEEE Trans Multimed"},{"key":"4807_CR20","doi-asserted-by":"publisher","unstructured":"Mei S, Guan G, Wang Z, He M, Hua X, Feng D (2014) L\n                    2,0 constrained sparse dictionary selection for video summarization. In: International conference on multimedia & Expo. doi:\n                        10.1109\/ICME.2014.6890179","DOI":"10.1109\/ICME.2014.6890179"},{"issue":"2","key":"4807_CR21","doi-asserted-by":"publisher","first-page":"522","DOI":"10.1016\/j.patcog.2014.08.002","volume":"48","author":"S Mei","year":"2015","unstructured":"Mei S, Guan G, Wang Z, Wan S, He M, Feng D (2015) Video summarization via minimum sparse reconstruction. Pattern Recogn 48(2):522\u2013533. doi:\n                        10.1016\/j.patcog.2014.08.002","journal-title":"Pattern Recogn"},{"key":"4807_CR22","unstructured":"Niconico. \n                        http:\/\/www.nicovideo.jp\/"},{"key":"4807_CR23","doi-asserted-by":"publisher","unstructured":"Over P, Smeaton AF, Kelly P (2007) The TRECVID 2007 BBC rushes summarization evaluation pilot. In: Proceedings of the TRECVID workshop on video summarization. doi:\n                        10.1145\/1290031.1290032","DOI":"10.1145\/1290031.1290032"},{"issue":"3","key":"4807_CR24","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1109\/TCSVT.2009.2013517","volume":"19","author":"C Panagiotakis","year":"2009","unstructured":"Panagiotakis C, Doulamis A, Tziritas G (2009) Equivalent key frames selection based on iso-content principles. IEEE Trans Circ Syst Vid Technol 19(3):447\u2013451. doi:\n                        10.1109\/TCSVT.2009.2013517","journal-title":"IEEE Trans Circ Syst Vid Technol"},{"issue":"2","key":"4807_CR25","doi-asserted-by":"publisher","first-page":"64","DOI":"10.1109\/MMUL.2009.65","volume":"17","author":"J Peng","year":"2007","unstructured":"Peng J, Lin Q (2007) Keyframe-based video summary using visual attention clues. IEEE Multimed 17(2):64\u201373. doi:\n                        10.1109\/MMUL.2009.65","journal-title":"IEEE Multimed"},{"key":"4807_CR26","doi-asserted-by":"publisher","unstructured":"Pickering MJ, Wong L, Rger SM (2003) ANSES: summarization of news video. Image Vid Retriev. doi:\n                        10.1007\/3-540-45113-7_42","DOI":"10.1007\/3-540-45113-7_42"},{"issue":"11","key":"4807_CR27","doi-asserted-by":"publisher","first-page":"1971","DOI":"10.1109\/TPAMI.2008.29","volume":"30","author":"Y Pritch","year":"2008","unstructured":"Pritch Y, Rav-Acha A, Peleg S (2008) Nonchronological video synopsis and indexing. IEEE Trans Pattern Anal Mach Intell 30(11):1971\u20131984. doi:\n                        10.1109\/TPAMI.2008.29","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"4807_CR28","doi-asserted-by":"publisher","unstructured":"Rapantzikos K, Evangelopoulos G, Maragos P, Avrithis YS (2007) An audio-visual saliency model for movie summarization. In: IEEE 9th Workshop on multimedia signal processing. doi:\n                        10.1109\/MMSP.2007.4412882","DOI":"10.1109\/MMSP.2007.4412882"},{"key":"4807_CR29","doi-asserted-by":"publisher","unstructured":"Sang J, Xu C (2010) Character-based movie summarization. In: Proceedings of the 18th ACM international conference on multimedia. doi:\n                        10.1145\/1873951.1874096","DOI":"10.1145\/1873951.1874096"},{"key":"4807_CR30","unstructured":"Shamma D, Kennedy L, Churchill E (2010) Summarizing media through short-messaging services. In: ACM Conference on computer supported cooperative work."},{"key":"4807_CR31","doi-asserted-by":"publisher","unstructured":"Song Y, Vallmitjana J, Stent A, Jaimes A (2015) TVSum: summarizing web videos using titles. In: Proceedings of the IEEE conference on computer vision and pttern recognition. doi:\n                        10.1109\/CVPR.2015.7299154","DOI":"10.1109\/CVPR.2015.7299154"},{"issue":"4","key":"4807_CR32","doi-asserted-by":"publisher","first-page":"775","DOI":"10.1109\/TMM.2006.876282","volume":"8","author":"CM Taskiran","year":"2006","unstructured":"Taskiran CM, Pizlo Z, Amir A, Ponceleon D, Delp EJ (2006) Automated video program summarization using speech transcripts. IEEE Trans Multimed 8 (4):775\u2013791. doi:\n                        10.1109\/TMM.2006.876282","journal-title":"IEEE Trans Multimed"},{"issue":"2","key":"4807_CR33","doi-asserted-by":"publisher","first-page":"1773","DOI":"10.1007\/s11042-013-1488-7","volume":"72","author":"Z Tian","year":"2014","unstructured":"Tian Z, Xue J, Lan X, Li C, Zheng N (2014) Object segmentation and key-pose based summarization for motion video. Multimed Tools Appl 72(2):1773\u20131802. doi:\n                        10.1007\/s11042-013-1488-7","journal-title":"Multimed Tools Appl"},{"key":"4807_CR34","doi-asserted-by":"publisher","unstructured":"Uchihashi S, Foote J, Girgenson A, Boreczky J (1999) Video manga: generating semantically meaningful video summaries. In: Proceedings of the 7th ACM international conference on multimedia. doi:\n                        10.1145\/319463.319654","DOI":"10.1145\/319463.319654"},{"issue":"4","key":"4807_CR35","doi-asserted-by":"publisher","first-page":"975","DOI":"10.1109\/TMM.2012.2185041","volume":"14","author":"M Wang","year":"2012","unstructured":"Wang M, Hong R, Li G, Zha Z, Yan S, Chua T (2012) Event driven web video summarization by tag localization and key-shot identification. IEEE Trans Multimed 14(4):975\u2013985. doi:\n                        10.1109\/TMM.2012.2185041","journal-title":"IEEE Trans Multimed"},{"key":"4807_CR36","doi-asserted-by":"publisher","unstructured":"Xiang X, Kankanhalli MS (2011) Affect-based adaptive presentation of home videos. In: Proceedings of the 19th ACM international conference on multimedia. doi:\n                        10.1145\/2072298.2072370","DOI":"10.1145\/2072298.2072370"},{"issue":"5","key":"4807_CR37","doi-asserted-by":"publisher","first-page":"771","DOI":"10.1109\/76.633496","volume":"7","author":"MM Yeung","year":"1997","unstructured":"Yeung MM, Yeo BL (1997) Video visualization for compact presentation and fast browsing of pictorial content. IEEE Trans Circ Syst Vid Technol 7(5):771\u2013785. doi:\n                        10.1109\/76.633496","journal-title":"IEEE Trans Circ Syst Vid Technol"},{"key":"4807_CR38","doi-asserted-by":"publisher","unstructured":"Zhou H, Hermans T, Karandikar A, Rehg J (2010) Movie genre classification via scene categorization. In: Proceedings of ACM international conference on multimedia. doi:\n                        10.1145\/1873951.1874068","DOI":"10.1145\/1873951.1874068"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-017-4807-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4807-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-017-4807-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,4,5]],"date-time":"2018-04-05T06:33:15Z","timestamp":1522909995000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-017-4807-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,15]]},"references-count":38,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["4807"],"URL":"https:\/\/doi.org\/10.1007\/s11042-017-4807-6","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,5,15]]}}}