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Social context summarization

Zi Yang, Keke Cai, Jie Tang, Li Zhang, Zhong Su, Juanzi Li
<span title="">2011</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ibcfmixrofb3piydwg5wvir3t4" style="color: black;">Proceedings of the 34th international ACM SIGIR conference on Research and development in Information - SIGIR &#39;11</a> </i> &nbsp;
We study a novel problem of social context summarization for Web documents. Traditional summarization research has focused on extracting informative sentences from standard documents.  ...  This paper explores such an approach by modeling Web documents and social contexts into a unified framework.  ...  With the learned parameter Θ, we may summarize an unlabeled social context for a Web document in the test set by extracting important sentences, which are also identified by a similar max-sum inference  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2009916.2009954">doi:10.1145/2009916.2009954</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sigir/YangCTZSL11.html">dblp:conf/sigir/YangCTZSL11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gkheqh7pgrhopbgjbl7vd2cbbi">fatcat:gkheqh7pgrhopbgjbl7vd2cbbi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706011341/http://www.cs.cmu.edu/afs/cs/Web/People/ziy/pubs/SIGIR11-Yang-et-al-Social-Context-Summarization.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/1a/ca/1aca893e358b8308aa140e965506c63bb7625263.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2009916.2009954"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Enhanced web document summarization using hyperlinks

J.-Y. Delort, B. Bouchon-Meunier, M. Rifqi
<span title="">2003</span> <i title="ACM Press"> Proceedings of the fourteenth ACM conference on Hypertext and hypermedia - HYPERTEXT &#39;03 </i> &nbsp;
We consider the context of a Web document by the textual content of all the documents linking to it.  ...  In this paper we put forward two new summarization by context algorithms.  ...  Here we consider the context of a Web document by the textual content of all the documents linking to it. Summarization by context seems to be a powerful alternative way, to summarizing by content.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/900095.900097">doi:10.1145/900095.900097</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m2u6as6myfh2hc2xgdjwuxhfye">fatcat:m2u6as6myfh2hc2xgdjwuxhfye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090630101328/http://www.mariapinto.es/ciberabstracts/Articulos/26.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/5e/83/5e83cb41ace3d52a698b419e49283cd11ec9c111.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/900095.900097"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Enhanced web document summarization using hyperlinks

J.-Y. Delort, B. Bouchon-Meunier, M. Rifqi
<span title="">2003</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rlbme3lpqzcqnmggrcv27szery" style="color: black;">Proceedings of the fourteenth ACM conference on Hypertext and hypermedia - HYPERTEXT &#39;03</a> </i> &nbsp;
We consider the context of a Web document by the textual content of all the documents linking to it.  ...  In this paper we put forward two new summarization by context algorithms.  ...  Here we consider the context of a Web document by the textual content of all the documents linking to it. Summarization by context seems to be a powerful alternative way, to summarizing by content.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/900051.900097">doi:10.1145/900051.900097</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ht/DelortBR03.html">dblp:conf/ht/DelortBR03</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ia3kbe7zanhulmyv2tyni75oee">fatcat:ia3kbe7zanhulmyv2tyni75oee</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20090630101328/http://www.mariapinto.es/ciberabstracts/Articulos/26.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/5e/83/5e83cb41ace3d52a698b419e49283cd11ec9c111.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/900051.900097"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Abstractive Snippet Generation [article]

Wei-Fan Chen, Shahbaz Syed, Benno Stein, Matthias Hagen, Martin Potthast
<span title="2020-02-25">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
of the web document.  ...  An abstractive snippet is an originally created piece of text to summarize a web page on a search engine results page.  ...  We enforced this property during corpus construction by filtering out anchor contexts that largely reuse text from the web document.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.10782v1">arXiv:2002.10782v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/erpgxyd3tzdnfmtxhkiw5cvqki">fatcat:erpgxyd3tzdnfmtxhkiw5cvqki</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320203602/https://arxiv.org/pdf/2002.10782v1.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.10782v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Web page summarization using dynamic content

Adam Jatowt
<span title="">2004</span> <i title="ACM Press"> Alternate track papers &amp; posters of the 13th international conference on World Wide Web - WWW Alt. &#39;04 </i> &nbsp;
Our method provides a broader view on web document summarization and can complement the existing techniques.  ...  Summarizing web pages have recently gained much attention from researchers. Until now two main types of approaches have been proposed for this task: content-and context-based methods.  ...  Current methods of web page summarizing can be basically divided into two groups: content-and context-based ones. The first type utilizes textual content of the web documents in question [2] [3] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1010432.1010532">doi:10.1145/1010432.1010532</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/snv325cbajg6deepiignarji3u">fatcat:snv325cbajg6deepiignarji3u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706084739/http://www.ra.ethz.ch/cdstore/www2004/docs/2p344.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/6e/c7/6ec736f1a0fb685886b6d39484a546045b7a66c5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1010432.1010532"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Web page summarization using dynamic content

Adam Jatowt
<span title="">2004</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s4hirppq3jalbopssw22crbwwa" style="color: black;">Proceedings of the 13th international World Wide Web conference on Alternate track papers &amp; posters - WWW Alt. &#39;04</a> </i> &nbsp;
Our method provides a broader view on web document summarization and can complement the existing techniques.  ...  Summarizing web pages have recently gained much attention from researchers. Until now two main types of approaches have been proposed for this task: content-and context-based methods.  ...  Current methods of web page summarizing can be basically divided into two groups: content-and context-based ones. The first type utilizes textual content of the web documents in question [2] [3] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1013367.1013467">doi:10.1145/1013367.1013467</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/www/Jatowt04.html">dblp:conf/www/Jatowt04</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2g5zpudxxfepxc6skqtqkbrd7e">fatcat:2g5zpudxxfepxc6skqtqkbrd7e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706084739/http://www.ra.ethz.ch/cdstore/www2004/docs/2p344.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/6e/c7/6ec736f1a0fb685886b6d39484a546045b7a66c5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1013367.1013467"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Topic Pages: An Alternative to the Ten Blue Links

Niranjan Balasubramanian, Silviu Cucerzan
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wckytungwvfnhotxmw56y6k3q4" style="color: black;">2010 IEEE Fourth International Conference on Semantic Computing</a> </i> &nbsp;
Automatic and manual evaluations on biographical topics show that topic pages built by our system compare favorably to regular Web search results and to MDS-style summaries of the Web results on all metrics  ...  Topic pages explicitly aggregate information across documents, filter redundancy, and promote diversity of topical aspects.  ...  Most multi-document summarization techniques avoid explicit identification of aspects by relying on document structure and term statistics in the set of documents to be summarized.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icsc.2010.96">doi:10.1109/icsc.2010.96</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/semco/BalasubramanianC10.html">dblp:conf/semco/BalasubramanianC10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/kxrayzdlhfdpxn3okmnsl4or44">fatcat:kxrayzdlhfdpxn3okmnsl4or44</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170706034715/http://maroo.cs.umass.edu/pub/web/getpdf.php?id=955" 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/40/aa/40aa97e8e46ee4268d5f86e74d5b27ff7313d13a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icsc.2010.96"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Personalized Semantic Retrieval and Summarization of Web Based Documents

Salah T., Khaled M., Naveed Arshad
<span title="">2013</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
Web documents.  ...  In a proposed system, the Web documents are represented in concept vector model using WordNet. Personalization is used in a proposed system by building user model (UM).  ...  The improved and practical approach is presented to automatically summarizing Web documents by extracting the most relevant sentences from the original document to create a summarization.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2013.040128">doi:10.14569/ijacsa.2013.040128</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7x7755lp45ddbf4onqdldlngfu">fatcat:7x7755lp45ddbf4onqdldlngfu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180720183231/http://thesai.org/Downloads/Volume4No1/Paper_28-Personalized_Semantic_Retrieval_and_Summarization_of_Web_Based_Documents.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/2d/88/2d8848e2f72f2007e30ec595e075ce79f21e57af.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2013.040128"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Web Search and Browse Log Mining: Challenges, Methods, and Applications [chapter]

Daxin Jiang
<span title="">2011</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;
Context-aware query suggestion by mining click-through and session data.  ...  The intent is to perform some web-mediated activity. • Approaches to automatically classifying user goals • , H., et al. Context-aware query suggestion by mining click-through and session data.  ...  Summary • Search logs and browse logs can be used to improve document understanding in two aspects -Modeling the content of web pages by query annotations -Modeling the importance of web pages by users  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-20152-3_42">doi:10.1007/978-3-642-20152-3_42</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r23eolebifbqrdrx4lnnfrnkha">fatcat:r23eolebifbqrdrx4lnnfrnkha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829000902/http://www.icst.pku.edu.cn/lcwm/course/WebDataMining/slides2011/%E7%AC%AC%E5%9B%9B%E8%AE%B2-%E6%97%A5%E5%BF%97%E6%8C%96%E6%8E%98%E4%B8%8E%E6%9F%A5%E8%AF%A2%E5%88%86%E6%9E%90.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/52/64/5264749e57bb239ec4c4be172599739136b59340.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-20152-3_42"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Leveraging web resources for keyword assignment to short text documents [article]

Ayush Singhal, Ravindra Kasturi, Ankit Sharma, Jaideep Srivastava
<span title="2017-06-19">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Especially with the web corpus deluged with digital documents, automation of this task is of prime importance.  ...  content documents.  ...  The precision@5 is also improved by 12.5% by using the web-context in addition to the text in the abstract of the documents.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1706.05985v1">arXiv:1706.05985v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mnfxumshgbgcxkg6nwwhjo4gjy">fatcat:mnfxumshgbgcxkg6nwwhjo4gjy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191024211603/https://arxiv.org/pdf/1706.05985v1.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/94/38/943834d03c65c420587287df2ce5e26e990b01ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1706.05985v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Discover Information and Knowledge from Websites Using an Integrated Summarization and Visualization Framework

Chun Che Fung, W. Thanadechteemapat
<span title="">2010</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/okpnjtsrjzdkzprj7afhdxgp4u" style="color: black;">2010 Third International Conference on Knowledge Discovery and Data Mining</a> </i> &nbsp;
To address this issue, this paper proposes a knowledge discovery approach on the Web by providing an overview of the information on a Website using an integration of summarization and visualization techniques  ...  This includes text summarization, tag cloud, Document Type View, and interactive features such as drill down and thumbnails.  ...  ACKNOWLEDGMENT The authors acknowledge the support offered by Dr. Ong Sing Goh on the section as regard to Document Type View.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wkdd.2010.109">doi:10.1109/wkdd.2010.109</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wkdd/FungT10.html">dblp:conf/wkdd/FungT10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eiqrpc46dzdf7h2qgozw4f3xay">fatcat:eiqrpc46dzdf7h2qgozw4f3xay</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171109002743/https://core.ac.uk/download/pdf/11232295.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/91/92/919223bcf4d164a55d17a483e7fc924e4f155915.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/wkdd.2010.109"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Challenges in information retrieval and language modeling

James Allan, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard Hovy, Wessel Kraaij, John Lafferty, Victor Lavrenko, David Lewis, Liz Liddy, R. Manmatha, Jay Aslam (+24 others)
<span title="2003-04-01">2003</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/emlsu7gwyfalfms3c35odq5qlm" style="color: black;">SIGIR Forum</a> </i> &nbsp;
Those areas are retrieval models, cross-lingual retrieval Web search, user modeling, filtering, topic detection and tracking, classification, summarization, question answering, metasearch, distributed  ...  This report summarizes a discussion of IR research challenges that took place at a recent workshop.  ...  cut-and-paste process applied by human summarizers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/945546.945549">doi:10.1145/945546.945549</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h6xsh2uzwzdfdi4g4ypw6ximrq">fatcat:h6xsh2uzwzdfdi4g4ypw6ximrq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809160806/https://web.cs.dal.ca/~shepherd/courses/csci4141/challenges_ir.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/1c/11/1c11a29083b6d1e8c18e817e9a80d7cf2081ed9b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/945546.945549"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> acm.org </button> </a>

Query-Topic Focused Web Pages Summarization [chapter]

Seung Yeol Yoo, Achim Hoffmann
<span title="">2006</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;
A user's topic interest is described by the user who selects and refines some of word senses disambiguated within the content contexts of the given Web pages.  ...  We present a novel Web Pages Summarizer ContextSummarizer that subgroups the given Web pages into 'sense-clusters' respecting a user's topic interests, and constructs a dynamic extractive summary for each  ...  ConstextSummarizer resolved those problems, mentioned above, by constructing topic and subtopic categories at summarization run time by considering not only content contexts of the target Web pages but  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-36668-3_57">doi:10.1007/978-3-540-36668-3_57</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/onmvzlilnrgrznpy2yobyxzfoa">fatcat:onmvzlilnrgrznpy2yobyxzfoa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20140123083509/http://www.cse.unsw.edu.au:80/~achim/PDFs/PRICAI06-2.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/9b/85/9b85a145170d96b3411ab4a06ec5902f1f72915e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-540-36668-3_57"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

A Statistical Approach to perform Web Based Summarization

Kirti Bhatia
<span title="">2012</span> <i title="IOSR Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vabuspdninc75epczdurccts4u" style="color: black;">IOSR Journal of Computer Engineering</a> </i> &nbsp;
Text Summarization is an emerging technique for understanding the main purpose of any kind of documents.  ...  To visualize a large text document within a short duration and small area like PDA screen, summarization provides a greater flexibility and convenience.  ...  Obviously, devoid of non-textual elements Web document summarization is the same as automatic text summarization. Automatic text summarization becomes the subset of Web document summarization.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9790/0661-0160103">doi:10.9790/0661-0160103</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/g7vdz4wuyjgdfdfhznzf5nicba">fatcat:g7vdz4wuyjgdfdfhznzf5nicba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602045802/http://www.iosrjournals.org/iosr-jce/papers/vol1-issue6/A0160103.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/7b/de/7bdeadad35d3fb146428545c876e8d0b6eb7b2aa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.9790/0661-0160103"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Summary in context

Daniel M. McDonald, Hsinchun Chen
<span title="2006-01-01">2006</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/a2o77szzyngfjiyr6oftvf2ts4" style="color: black;">ACM Transactions on Information Systems</a> </i> &nbsp;
Despite these wellresearched needs for context, text summaries provided by Web search engines remain consistently query based at the expense of page-level context.  ...  We developed a generic, a query-based, and a hybrid summarizer, each with differing amounts of document context.  ...  ACKNOWLEDGMENTS We would like to thank Kathy McKeown and Hongyan Jing for allowing us to use their TREC summarization data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1125857.1125861">doi:10.1145/1125857.1125861</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m5hfl3b6efc2bcum5qj4jtbitq">fatcat:m5hfl3b6efc2bcum5qj4jtbitq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808072611/http://students.lti.cs.cmu.edu/11899/files/cp3a-mcdonald.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/e8/52/e8529b1bd1f586c35df8b3f3b384b2c8f1c66c47.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1125857.1125861"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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