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IGroup

Feng Jing, Changhu Wang, Yuhuan Yao, Kefeng Deng, Lei Zhang, Wei-Ying Ma
<span title="">2006</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA &#39;06</a> </i> &nbsp;
In this demo, we present IGroup, a Web image search engine that organizes the search results into semantic clusters.  ...  Different from all existing Web image search results clustering algorithms that only cluster the top few images using visual or textual features, IGroup first identifies several query-related semantic  ...  SUMMARY In this demo, we described IGroup a Web image search engine based on an effective and efficient image search result clustering algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1180639.1180743">doi:10.1145/1180639.1180743</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/JingWYDZM06a.html">dblp:conf/mm/JingWYDZM06a</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6fyig3umb5flfeauvirknx524e">fatcat:6fyig3umb5flfeauvirknx524e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120904195404/http://research.microsoft.com/en-us/um/people/leizhang/paper/acmmm06-igroup-demo.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/97/75/97755741814e650f34a52c387c2ddd351df5a2ab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1180639.1180743"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

IGroup

Shuo Wang, Feng Jing, Jibo He, Qixing Du, Lei Zhang
<span title="">2007</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/4obeqfuqs5gzbos5ah64a7m57a" style="color: black;">Proceedings of the SIGCHI conference on Human factors in computing systems - CHI &#39;07</a> </i> &nbsp;
IGroup, a proposed image search engine addresses these problems by presenting the result in semantic clusters.  ...  We compared IGroup with a general web image search engine: MSN, in term of efficiency, coverage, and satisfaction with a substantial user study.  ...  ACKNOWLEDGMENTS This work has been greatly supported by the MSRA Web Search and Data Mining group.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1240624.1240718">doi:10.1145/1240624.1240718</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/chi/WangJHDZ07.html">dblp:conf/chi/WangJHDZ07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7zy66dfqrnfi7e3t3ttw2nd3iu">fatcat:7zy66dfqrnfi7e3t3ttw2nd3iu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20101230223000/http://research.microsoft.com/en-us/um/people/leizhang/paper/chi07-wang.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c4/2b/c42bcb6fc063a84ac674dd8305a603526368c409.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1240624.1240718"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

IGroup

Feng Jing, Changhu Wang, Yuhuan Yao, Kefeng Deng, Lei Zhang, Wei-Ying Ma
<span title="">2006</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA &#39;06</a> </i> &nbsp;
In this paper, we propose, IGroup, an efficient and effective algorithm that organizes Web image search results into clusters.  ...  IGroup is different from all existing Web image search results clustering algorithms that only cluster the top few images using visual or textual features.  ...  In this paper, we propose IGroup as an efficient and effective algorithm to organize Web image search results into semantic clusters.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1180639.1180720">doi:10.1145/1180639.1180720</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/JingWYDZM06.html">dblp:conf/mm/JingWYDZM06</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nhsmixdqjrcovjubo5tiaj25ee">fatcat:nhsmixdqjrcovjubo5tiaj25ee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20100705050715/http://research.microsoft.com:80/en-us/um/people/leizhang/paper/acmmm06_igroup.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ba/b6/bab6eb6258d741405f73fc164a8b8c341697a727.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1180639.1180720"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Using Text-Based Web Image Search Results Clustering to Minimize Mobile Devices Wasted Space-Interface [chapter]

Jose G. Moreno, Gaël Dias
<span title="">2013</span> <i title="Springer Berlin Heidelberg"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
In order to leverage users' efforts, we present a set of state-of-the-art ephemeral clustering algorithms, which allow to summarize web image search results into meaningful clusters.  ...  As a consequence, the trade-off of cluster-based exploration of web image search results on mobile devices is difficult to define, although our study evidences some clear positive results.  ...  Text-Based Web Image Search Results Clustering Web image SRC systems consist in different processing steps to address the organization of web image search results following two different approaches: singlestep  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-36973-5_45">doi:10.1007/978-3-642-36973-5_45</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/napr57vvtbemrcy2bt3kcqopsq">fatcat:napr57vvtbemrcy2bt3kcqopsq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180726053432/https://hal.archives-ouvertes.fr/hal-01074557/file/ACTI-MORENO-2013-2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/09/c3/09c31105b0939542a5f001b884833b1c46ec9113.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-36973-5_45"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Hierarchical clustering-based navigation of image search results

Haoyang Ding, Jing Liu, Hanqing Lu
<span title="">2008</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceeding of the 16th ACM international conference on Multimedia - MM &#39;08</a> </i> &nbsp;
Usually, the image search results contain multiple topics on semantic level and even semantically consistent images have diverse appearances on visual level.  ...  Experiments on web images demonstrate the effectiveness and potential of the system.  ...  IGroup [2] used a clustering algorithm for web image search results.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1459359.1459474">doi:10.1145/1459359.1459474</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/DingLL08.html">dblp:conf/mm/DingLL08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/trpwkbm4jnb53bmj3ijehvy2oi">fatcat:trpwkbm4jnb53bmj3ijehvy2oi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705125058/http://www.nlpr.ia.ac.cn/2008papers/gjhy/gh36.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/27/80/27807499b3d21bf2bf42963cb598424e4883cb29.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1459359.1459474"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Diversifying landmark image search results by learning interested views from community photos

Yuheng Ren, Mo Yu, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma
<span title="">2010</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 19th international conference on World wide web - WWW &#39;10</a> </i> &nbsp;
Image search results are thus re-ranked with the TOC so as to ensure a quick overview of the attractions of the landmarks.  ...  In this paper, we demonstrate a novel landmark photo search and browsing system, Agate, which ranks landmark image search results considering their relevance, diversity and quality.  ...  [8] and the IGroup system [3] . Both these work group web images to improve the search result. Wang et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1772690.1772904">doi:10.1145/1772690.1772904</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/RenYWZM10.html">dblp:conf/www/RenYWZM10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ipdvts227ncuddjtua76cna7ce">fatcat:ipdvts227ncuddjtua76cna7ce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170810023919/http://wwwconference.org/proceedings/www2010/www/p1289.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bf/22/bf2255d42555fa111767c440a0b7a733de4c6ca1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1772690.1772904"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Web image retrieval via learning semantics of query image

Chuanghua Gui, Jing Liu, Changsheng Xu, Hanqing Lu
<span title="">2009</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pmefrmqsezb5zd3w7pf5k7fmxu" style="color: black;">2009 IEEE International Conference on Multimedia and Expo</a> </i> &nbsp;
Experiments on a large-scale web images demonstrate the effectiveness and potential of the proposed framework.  ...  The semantic consistence among the textual indexes of each image set is measured in order to judge the confidence of various visual properties and the obtained semantic representation in search.  ...  Based on this view, IGroup [2] attempts to cluster the resulted images according to their semantics.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icme.2009.5202782">doi:10.1109/icme.2009.5202782</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icmcs/GuiLXL09.html">dblp:conf/icmcs/GuiLXL09</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hpxqrhllmrfujhhzaexnim2p7y">fatcat:hpxqrhllmrfujhhzaexnim2p7y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808104203/http://nlpr-web.ia.ac.cn/2009papers/gjhy/gh122.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/00/83/00831884dfe6474ac9e284387bcc014e6cec8f6f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icme.2009.5202782"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Achieving Content-User Synergy in MPEG-7

Harry Agius, Marios C. Angelides
<span title="">2007</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ketzctkesjhcndli7oeemstlwm" style="color: black;">Second International Workshop on Semantic Media Adaptation and Personalization (SMAP 2007)</a> </i> &nbsp;
Several possible solutions were proposed, such as using faceted metadata search or semantic clusters of search results.  ...  We describe the possibilities of using enhanced faceted navigation with support for personalization, collaboration and Semantic Web technologies for multimedia information retrieval.  ...  The keyword-based IGroup image search engine presents search results in semantic clusters thus alleviating problems with short, general or ambiguous search queries [15] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/smap.2007.33">doi:10.1109/smap.2007.33</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/smap/AgiusA07.html">dblp:conf/smap/AgiusA07</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/deerd67ndbclzo7xcmpvs3uhwu">fatcat:deerd67ndbclzo7xcmpvs3uhwu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808080427/http://www2.fiit.stuba.sk/~bielik/publ/abstracts/2007/smap2007tvarozek-bielik.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/21/96/2196e1c7c8f1b451eab5f8c8430f4324caca3c3d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/smap.2007.33"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

PictureBook: A Text-and-Image Summary System for Web Search Result

Mei Wang, Hongtao Xu, Guoyu Hao, Xiangdong Zhou, Wei Wang, Qi Zhang, Baile Shi
<span title="">2008</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vuw5ktdyknehrehttg5qm4rfqm" style="color: black;">2008 IEEE 24th International Conference on Data Engineering</a> </i> &nbsp;
Previous studies mainly focused on Web page clustering, document summary, visualization of search results, etc, which are applied separately to either text or image search.  ...  In this paper, we propose a demo to illustrate a new Web search result summary system − PictureBook, which combines text and image retrieval using techniques of multiple document summarization and image  ...  [10] proposed a new Web image clustering system IGroup, which use key phrase extraction algorithm to assign the images to corresponding Web pages clusters.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icde.2008.4497634">doi:10.1109/icde.2008.4497634</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/icde/WangXHZWZS08.html">dblp:conf/icde/WangXHZWZS08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u4naqhls35fapmk6dyhc6ved3a">fatcat:u4naqhls35fapmk6dyhc6ved3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722022138/http://homepage.fudan.edu.cn/xdzhou/files/2011/10/demo-icde2008.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ed/b9/edb9549155816c8cbad4ec35cbb246968c0f4a31.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icde.2008.4497634"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Context Driven Concept Based Image Retrieval

H. Vahdatnejad, M. A. Nematbakhsh, K. Zamanifar, N. Nematbakhsh
<span title="">2012</span> <i title="Regional Information Center for Science and Technology (RICeST)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ro5rzpbt35ckbjmxlyxwcltbm4" style="color: black;">International journal of information science and management</a> </i> &nbsp;
Several semantic image search schemes have been recently proposed to retrieve images from the web.  ...  For this purpose, we propose a hybrid search engine which utilizes concept and context for retrieving precise results.  ...  Jing, Wang, Yao, Deng, & Zhang (2006) implement a semantic image search engine called IGroup, which clusters search results into different groups and enables users to identify their required group at a  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://doaj.org/article/640faf642e1e4e129cd48e694af5c09e">doaj:640faf642e1e4e129cd48e694af5c09e</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f6h7eikvhvbbtnchkcyudz674e">fatcat:f6h7eikvhvbbtnchkcyudz674e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200713185819/https://ijism.ricest.ac.ir/index.php/ijism/article/download/112/95" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7c/c6/7cc6dad58b172749b03ce5e6462565c8f5d86d0c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Personalized Faceted Navigation in Semantically Enriched Information Spaces [chapter]

Michal Tvaro_ek, Mária Bieliková
<span title="2009-03-17">2009</span> <i title="Auerbach Publications"> Advances in Semantic Media Adaptation and Personalization, Volume 2 </i> &nbsp;
Several possible solutions were proposed, such as using faceted metadata search or semantic clusters of search results.  ...  We explore the possibilities of using enhanced faceted navigation with support for personalization, collaboration and Semantic Web technologies for (semantic) information retrieval.  ...  The keyword-based IGroup image search engine presents search results in semantic clusters thus alleviating some problems with short, general or ambiguous search queries [25] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/9781420076653-c9">doi:10.1201/9781420076653-c9</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/szix7bxkzndvvoucatrrxxcaj4">fatcat:szix7bxkzndvvoucatrrxxcaj4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705110814/http://www2.fiit.stuba.sk/~bielik/publ/abstracts/2009/crc2009-tvarozek-bielik.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/20/ac/20ac96e7d866b3711614c3dae52bd6c7347df1f0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1201/9781420076653-c9"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

CASIS

Ba Quan Truong, Aixin Sun, Sourav S. Bhowmick
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 21st international conference companion on World Wide Web - WWW &#39;12 Companion</a> </i> &nbsp;
We demonstrate Casis, a system for concept-aware social image search. Casis detects tag concepts based on the collective knowledge embedded in social tagging from the initial results to a query.  ...  Tag-based social image search enables users to formulate queries using keywords.  ...  Clustering search results and presenting the results in groups have been studied in traditional Web search setting (see [2] for a survey).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2187980.2188065">doi:10.1145/2187980.2188065</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/TruongSB12.html">dblp:conf/www/TruongSB12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/44msx2lpxnfjpkjzqvwibzwvye">fatcat:44msx2lpxnfjpkjzqvwibzwvye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20121222101453/http://www.cais.ntu.edu.sg:80/~assourav/papers/WWW-12-CASIS.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f1/eb/f1eb8e48a9335dc17cc56fe1af4993371661750e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2187980.2188065"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Word2Image

Haojie Li, Jinhui Tang, Guangda Li, Tat-Seng Chua
<span title="">2008</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lahlxihmo5fhzpexw7rundu24u" style="color: black;">Proceeding of the 16th ACM international conference on Multimedia - MM &#39;08</a> </i> &nbsp;
In this paper, we explore how to leverage the web image collections to fulfill such task and develop a novel multimedia application system, Word2Image.  ...  Various techniques, including the correlation analysis, semantic and visual clustering are adapted into our system to produce sets of high quality, precise, diverse and representative images to visually  ...  IGroup system [6] first identified some query-related semantic clusters based on web search result analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1459359.1459494">doi:10.1145/1459359.1459494</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/mm/LiTLC08.html">dblp:conf/mm/LiTLC08</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rszsdpypbvffra62n6orlqcini">fatcat:rszsdpypbvffra62n6orlqcini</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120907024427/http://kusu.comp.nus.edu.sg:80/proceedings/mm08/mm/p813.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/51/29/51293cff55f4e676cbfd78b0823193c495ba559a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1459359.1459494"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

A survey in semantic search technologies

Hai Dong, Farookh Khadeer Hussain, Elizabeth Chang
<span title="">2008</span> <i title="IEEE"> 2008 2nd IEEE International Conference on Digital Ecosystems and Technologies </i> &nbsp;
Index Terms-semantic search engines, semantic search methodologies, hybrid semantic search, XML search engines, ontology search engines, semantic multimedia search engines.  ...  In this paper, we make a survey over the primary literature regarding semantic search technologies.  ...  Wang et al. propose an image search engine -IGroup, by means of semantic clustering technique [25] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/dest.2008.4635202">doi:10.1109/dest.2008.4635202</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/afo7yyyeqbffnenhdryclq4fu4">fatcat:afo7yyyeqbffnenhdryclq4fu4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427223756/https://espace.curtin.edu.au/bitstream/handle/20.500.11937/33712/116029_Asurvey%20in04635202.pdf;jsessionid=A423E80253FC8F94971AABCF7C2049D1?sequence=2" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/96/e5/96e5358c1543aa10daebc31b408ad8795cba02f0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/dest.2008.4635202"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Visual Semantic Complex Network for Web Images

Shi Qiu, Xiaogang Wang, Xiaoou Tang
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/753trptklbb4nj6jquqadzwwdu" style="color: black;">2013 IEEE International Conference on Computer Vision</a> </i> &nbsp;
Experimental results show that the VSCN leads to significant improvement on both the precision of image retrieval (over 200%) and user experience for image browsing.  ...  Our VSCN with 33, 240 concepts is generated from a collection of 10 million web images. 1 A great deal of valuable information on the structures of the web image collections can be revealed by exploring  ...  Introduction The enormous and ever-growing amount of images on the web has inspired many important applications related to web image search, browsing, and clustering.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2013.450">doi:10.1109/iccv.2013.450</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/iccv/QiuWT13.html">dblp:conf/iccv/QiuWT13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z35aevj5zvcpxagff236rnpwk4">fatcat:z35aevj5zvcpxagff236rnpwk4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140430235926/http://www.ee.cuhk.edu.hk:80/~xgwang/papers/qiuXTiccv13.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/aa/91/aa91ec62ddcf3705c4c5871274442b94277b38b7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iccv.2013.450"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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