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Can social tagged images aid concept-based video search?

Arjan T. Setz, Cees G. M. Snoek
2009 2009 IEEE International Conference on Multimedia and Expo  
This paper seeks to unravel whether commonly available social tagged images can be exploited as a training resource for concept-based video search.  ...  The results indicate that social tagged images can aid conceptbased video search indeed, especially after disambiguation and when used in an interactive video retrieval setting.  ...  This paper seeks to unravel whether social tagged images can aid concept-based video search.  ... 
doi:10.1109/icme.2009.5202778 dblp:conf/icmcs/SetzS09 fatcat:ncp2tbd4j5hmnozo2ap46kfjkq

Multimedia search reranking

Tao Mei, Yong Rui, Shipeng Li, Qi Tian
2014 ACM Computing Surveys  
Multimedia search re-ranking, which reorders visual documents based on multimodal cues to improve initial text-only searches, has received increasing attention in recent years.  ...  Approaches that apply text search techniques for multimedia search have achieved limited success as they entirely ignore visual content as a ranking signal.  ...  The basic idea of concept-based methods is to utilize the results from concept detection to aid search, thereby leveraging human annotation on a finite concept lexicon to help answer infinite search queries  ... 
doi:10.1145/2536798 fatcat:6kmga3jo4fa2tp4354wukfuzja

Semantic Video Search

A.W.M. Smeulders, J.C. van Gemert, B. Huurnink, D.C. Koelma, O. de Rooij, K.E.A. van de Sande, C.G.M. Snoek, C.J. Veenman, M. Worring
2007 14th International Conference of Image Analysis and Processing - Workshops (ICIAPW 2007)  
In this paper we describe the current performance of our MediaMill system as presented in the TRECVID 2006 benchmark for video search engines.  ...  The MediaMill team participated in two tasks: concept detection and search. For concept detection we use the MediaMill Challenge as experimental platform.  ...  Acknowledgments This research is sponsored by the BSIK MultimediaN project, the NWO MuNCH project, and the EU 6th Framework project VIDI-Video.  ... 
doi:10.1109/iciapw.2007.39 fatcat:lsb6nuqx4nefjb2higadnf47ze

Improving Search and Information Credibility Analysis from Interaction between Web1.0 and Web2.0 Content

Katsumi Tanaka, Satoshi Nakamura, Hiroaki Ohshima, Yusuke Yamamoto, Yusuke Yanbe, Makoto Kato
2010 Journal of Software  
Conventional Web search engines still suffer from a low precision/recall ratio, especially for searching multimedia content (images, videos etc.).  ...  We also overview our recent research activities on Web search and information credibility based on this concept.  ...  ACKNOWLEDGMENTS This work was supported in part by the MEXT Grant-in-Aid for Scientific Research in Priority Areas entitled: "Content Fusion and Seamless Search for Information Explosion" (Grant#: 18049041  ... 
doi:10.4304/jsw.5.2.154-159 fatcat:hf2vjncl65c7fnclgbhvzoej6y

Social multimedia: highlighting opportunities for search and mining of multimedia data in social media applications

Mor Naaman
2010 Multimedia tools and applications  
The approach is based on the experience of building a number of successful applications that are based on mining multimedia content analysis in social multimedia context.  ...  This article presents an approach for "social multimedia" applications.  ...  multimedia-based memory or collection augmentation; disaster aid and documentation and so forth.  ... 
doi:10.1007/s11042-010-0538-7 fatcat:4rolpe4c35gbdhgrsvowywao4i

Video Annotation Through Search and Graph Reinforcement Mining

E. Moxley, Tao Mei, B.S. Manjunath
2010 IEEE transactions on multimedia  
., text) that can be mined for annotations of the target. Experiments are performed using videos crawled from YouTube.  ...  These extended, filtered tags are also superior to a state-of-the-art semi-supervised technique for graph reinforcement learning on the initial user-supplied annotations.  ...  Jing shows how graph learning can be used to rerank image search results [10] .  ... 
doi:10.1109/tmm.2010.2041101 fatcat:44tjupeczvam5pn7opzak4hm3u

Analysing Creative Image Search Information Needs

Elena Konkova, Andrew MacFarlane, and Ayşe Göker
2016 Knowledge organization  
Elena worked for a number of research projects in areas including image retrieval, social web analysis, and user and context modelling.  ...  She has an MSc degree in information systems and technology with a dissertation project on the social participation in image collections management.  ...  based on social proofing (e.g. there has been a substantial growth in social curation of photo and image collections).  ... 
doi:10.5771/0943-7444-2016-1-13 fatcat:iqzrs4igdvda5n2s5gtozoeqry

Social tags in text and image search

Yong-Mi Kim
2010 Proceeding of the third symposium on Information interaction in context - IIiX '10  
Image retrieval research has proceeded along two parallel paths, content-based and concept-based image retrieval.  ...  Displaying related tags supports users who think of tags as related terms that can be used to aid in their search.  ...  What type of content or information did you have in mind when you started your search? How did you intend to find these type of content or information? For initial query formulation:  ... 
doi:10.1145/1840784.1840838 dblp:conf/iiix/Kim10 fatcat:zvzolvsmvbbufd2kenkutndyhq

Supporting video library exploratory search

Michael G. Christel
2008 Proceedings of the 2008 international conference on Content-based image and video retrieval - CIVR '08  
Storyboards, a grid layout of thumbnail images as surrogates representing video, have received much attention in video retrieval interfaces and published studies through the years, and work quite well  ...  Examples are shown for broadcast news and life oral histories, drawing from empirically collected data showing how such interfaces can promote improved exploratory search.  ...  Folksonomies can obviously improve interactive exploratory search interfaces as well, but this paper looks at what is possible without such social community recruitment and involvement in tagging and recommendations  ... 
doi:10.1145/1386352.1386410 dblp:conf/civr/Christel08 fatcat:35w5xlo52fehdf4juwsyof4umi

Surfing the Internet in search of creativity [chapter]

O. I. Panchenko
SURFING THE INTERNET IN SEARCH OF CREATIVITY Panchenko O. I. 1 Herring S.C. Language and the Internet.  ...  When used as website navigation aids, the terms are hyperlinked to items associated with the tag 16 .  ...  Video-meme Video-meme is a comic video that are placed on the personal pages of social network users and are sent to each other via e-mail etc.  ... 
doi:10.36059/978-966-397-232-9-11 fatcat:zmtipgnjz5eelkvou3vto3gijy

Interactive Event Search through Transfer Learning [chapter]

Antony Lam, Amit K. Roy-Chowdhury, Christian R. Shelton
2011 Lecture Notes in Computer Science  
Activity videos are widespread on the Internet but current video search is limited to text tags due to limitations in recognition systems.  ...  An added benefit is that RF can also learn the subjective component of a user's search preferences.  ...  In [19] , a study on how social tagged images could aid video search is presented.  ... 
doi:10.1007/978-3-642-19318-7_13 fatcat:ncibipyt7vaxfgn3pky57ir66y

Search in audiovisual broadcast archives

Bouke Huurnink
2011 SIGIR Forum  
In Part II we study how the results of their searches may be improved through applying state-ofthe-art methods in video retrieval.  ...  Search in Audiovisual Broadcast Archives -Bouke Huurnink  ...  Video portals such as YouTube are enabling users to tag fragments within uploaded video. In addition, social commenting functions are enabled so that users can specify a time with their comment.  ... 
doi:10.1145/1988852.1988871 fatcat:ckotehsrpnbjpcyf63rvnyui3i

Privacy-aware image classification and search

Sergej Zerr, Stefan Siersdorfer, Jonathon Hare, Elena Demidova
2012 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval - SIGIR '12  
to automatically detect private images, and to enable privacy-oriented image search.  ...  These resources can be of a highly sensitive nature, disclosing many details of the users' private sphere.  ...  Obviously the majority of tags used in images falling into the private category describe personal concepts like family (babi, famili, child), emotions and sentiment (happi, love, beauti), and concepts  ... 
doi:10.1145/2348283.2348292 dblp:conf/sigir/ZerrSHD12 fatcat:whytrzqiqvhojjzbpvvgoz2eqq

Search engine optimization: Raising the ranking of "Suku Osing" websites on search engine page

Nur Kholis Mansur, Fahrobby Adnan
2017 2017 4th International Conference on Computer Applications and Information Processing Technology (CAIPT)  
RESULT AND DISCUSSION Based on the results of searches conducted after applying the concept of SEO on articles and sites then it can be compared the results as follows with specific keywords that become  ...  Keyword in alt textThe use of this alternative keyword is embedded in the image and the title of the image, the keyword indirectly give effect to the index if visitors do image search asFig 7.  ... 
doi:10.1109/caipt.2017.8320731 fatcat:lfuxxuhuqna4ljju5in44vzm6y

Interactive Search and Exploration in Online Discussion Forums Using Multimodal Embeddings [article]

Iva Gornishka, Stevan Rudinac, Marcel Worring
2019 arXiv   pre-print
In this paper we present a novel interactive multimodal learning system, which facilitates search and exploration in large networks of social multimedia users.  ...  Our approach is based on novel multimodal representations of users, words and concepts, which we simultaneously learn by deploying a general-purpose neural embedding model.  ...  It allows the user to adjust the algorithm parameters, and provides search functionality based on the cluster tags, as well as simple tag analysis.  ... 
arXiv:1905.02430v1 fatcat:4sy7tdnknjct5ksuqag5ygdoxq
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