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The preface explains how modern web data forms a massive multidimensional graph unifying entities, relations, and social/geo-temporal context, enabling graph search to transform both query formulation and interactive result exploration while raising challenges in data quality, integration, interface design, and privacy.",{"@graph":14,"@context":73},[15,34,56],{"@type":16,"itemListElement":17},"BreadcrumbList",[18,23,27,31],{"item":19,"name":20,"@type":21,"position":22},"https://docshare.wps.com","Home","ListItem",1,{"item":24,"name":25,"@type":21,"position":26},"https://docshare.wps.com/document/","Document",2,{"item":28,"name":29,"@type":21,"position":30},"https://docshare.wps.com/document/research-report/","Research & Report",3,{"item":32,"name":10,"@type":21,"position":33},"https://docshare.wps.com/document/gsb15-graph-search-and-beyond-workshop-proceedings-preface/308731/",4,{"url":32,"name":10,"@type":35,"image":36,"author":41,"headline":10,"publisher":44,"fileFormat":47,"inLanguage":8,"description":12,"dateModified":48,"datePublished":49,"encodingFormat":47,"isAccessibleForFree":50,"interactionStatistic":51},"DigitalDocument",{"url":37,"@type":38,"width":39,"height":40},"https://docshare.wps.com/thumbnails/gsb15-graph-search-and-beyond-workshop-proceedings-preface/308731.png","ImageObject",300,407,{"name":42,"@type":43},"Aurora","Person",{"url":19,"name":45,"@type":46},"DocShare","Organization","application/pdf","2026-10-29","2026-09-20",true,{"@type":52,"interactionType":53,"userInteractionCount":55},"InteractionCounter",{"@type":54},"ViewAction",11,{"@type":57,"mainEntity":58},"FAQPage",[59,65,69],{"name":60,"@type":61,"acceptedAnswer":62},"What is GSB 2015 and when was it held?","Question",{"text":63,"@type":64},"GSB 2015 is the First International Workshop on Graph Search and Beyond. 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Hearst, Jaap Kamps  \n(editors)  \nFirst International Workshop on Graph Search and Beyond held at the 38th Annual ACM SIGIR Conference on August 13, 2013 in Santiago, Chile [http://humanities.uva.nl/ kamps/gsb15/](http://humanities.uva.nl/ kamps/gsb15/)  \nSIGIR Workshop on Graph Search and Beyond'15 Santiago, Chile  \nCopyright 􀀍c 2015 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.  \nPublished on CEUR-WS: [http://ceur-ws.org/Vol-1393/](http://ceur-ws.org/Vol-1393/)  \nPreface  \nThese proceedings contain the contributed papers of the First International Workshop on Graph Search and Beyond (GSB 2015), held at SIGIR 2015 in Santiago de Chile, on August 13, 2015 .  \nModern Web data is highly structured in terms of entities and relations from large knowledge resources, geo-temporal references and social network structure, resulting in a massive multidimensional graph. This graph essentially uni􀀌es both the searcher and the information resources that played a fundamentally di􀀋erent role in traditional IR, and \\Graph Search\" o􀀋ers major new ways to access relevant information. Graph search a􀀋ects both query formulation (complex queries about entities and relations building on the searcher's context) as well as result exploration and discovery (slicing and dicing the information using the graph structure) in a completely personalized way. This new graph based approach introduces great opportunities, but also great challenges, in terms of data quality and data integration, user interface design, and privacy. We view the notion of \\graph search\" as searching information from your personal point of view (you are the query) over a highly structured and curated information space. This goes beyond the traditional two-term queries and ten blue links results that users are familiar with, requiring a highly interactive session covering both query formulation and result exploration. The workshop attracted a range of researchers working on this and related topics, and made concrete progress working together on one of the greatest challenges in the years to come.  \nThe workshop consisted of three main parts. First, four keynotes to help us frame the problem, and create a common understanding of the challenges: Rose Marie Philip (Facebook), Swee Lim (Linkedin), Doug Oard (Maryland), and Alex Wade (Microsoft Research) . Second, a boaster and poster session with 6 papers selected by the program committee from 8 submissions (a 75% acceptance rate) . Each paper was reviewed by at least two members of the program committee. Third, breakout groups on di􀀋erent aspects of exploiting graph search, with reports being discussed in the 􀀌nal session. The papers represent the ideas and opinions of the authors who are trying to stimulate debate. It is the combination of these papers and the debate that will make the workshop a success! We thank the ACM and SIGIR for hosting this workshop, and Diane Kelly, Fernando Diaz and Diego Arroyuelo for their outstanding support in the organization. Thanks also go to the program committee, the authors of the papers, and all participants without whom there would be no workshop.  \nJuly, 2015 Omar Alonso  \nMarti A. Hearst Jaap Kamps  \nIV  \nTable of Contents  \nOverview Paper  \nOverview of Graph Search and Beyond : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : 1 Omar Alonso, Marti Hearst and Jaap Kamps  \nInvited Papers  \nGraph Search at LinkedIn : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : 5 Swee Lim  \nGood Uses for Crummy Knowledge Graphs : : : : : : : : : : : : : : : : : : : : : : : : : : 6 Douglas Oard  \nPersonalized Post Search at Facebook : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : : 7 Rose Marie Philip  \nOverview of Microsoft Academic Graph : : : : : : : : : : : : : : : : : : : : : : ","cbCaim7QNgM4jACp","https://ap.wps.com/l/cbCaim7QNgM4jACp","pdf",2581517,46,"English","# Overview of Graph Search and Beyond\n## Preface\n## Table of Contents - Overview Paper\n## Invited Papers\n## Contributed Papers","[{\"question\":\"What is GSB 2015 and when was it held?\",\"answer\":\"GSB 2015 is the First International Workshop on Graph Search and Beyond. It was held at SIGIR 2015 in Santiago de Chile on August 13, 2015.\"},{\"question\":\"How does the workshop describe graph search compared with traditional IR?\",\"answer\":\"Graph search unifies the searcher and information resources through highly structured graphs, affecting both query formulation and interactive result exploration and discovery beyond simple two-term queries and basic link lists.\"},{\"question\":\"What challenges does the preface highlight for graph search?\",\"answer\":\"It highlights challenges in data quality and data integration, along with user interface design and privacy concerns.\"}]","GSB'15 Graph Search and Beyond Workshop - Proceedings - Preface | PDF",1789872101,116]