Context-Aware Recommendations on Mobile Services: The m:Ciudad Approach
Identifieur interne : 000E63 ( Istex/Corpus ); précédent : 000E62; suivant : 000E64Context-Aware Recommendations on Mobile Services: The m:Ciudad Approach
Auteurs : Andreas Emrich ; Alexandra Chapko ; Dirk WerthSource :
- Lecture Notes in Computer Science [ 0302-9743 ] ; 2009.
English descriptors
- Teeft :
- Artificial intelligence, Boolean parameter, Category keyword, Certain range, Chapko, Context data, Context information, Contextual information, Current location, Date time, Different approaches, Different aspects, Different query terms, Different search terms, Different types, Digital information, Digital universe, Domain knowledge, Domain ontologies, Emrich, First case, Future work, Generic meta data description structure, Generic query formulation, Hard criteria, Higher value, Important parameter, Important question, Knowledge warehouse, Mobile client, Mobile device, Mobile environment, Mobile services, Mobile terminal, Mobile users, Multiple dimensions, Ontological representation, Ontological representations, Ontology, Ontology representation, Ontology representations, Other parameters, Proactive, Proactive recommendations, Profile information, Query, Query formulation, Query term, Ranking function, Recommendation engine, Recommendation scenarios, Recommendation system, Recommender, Recommender system, Recommender systems, Relevant services, Research project, Rock music, Scenario, Search client, Search index, Search interface, Search mechanism, Search query, Search recommendation engine, Search request, Search term, Search terms, Server side, Service creation, Service creation toolkit, Service description, Service elements, Service execution environment, Service instance, Service instances, Service warehouse, Similar context, Situation context, Smart phones, Time range, Ubiquitous services, User, User acts, User profile data, User profile information, Warehouse, Werth.
Abstract
Abstract: The European FP7 research project m:Ciudad - a metropolis of ubiquitous services - aims at the empowerment of users to create services on mobile terminals. The project demonstrates various scenarios in which users either act as creator of services or interact with the system to search for services or service construction components. The search and recommendation process in the system facilitates retrieval of related entities and shows the results to the users according to their preference and contextual information. The paper demonstrates an approach to integrate contextual information with other search attributes to enable efficient service retrieval and recommendation in mobile user and application scenarios. The specifics of a mobile environment are taken into consideration and are reflected in the design of the m:Ciudad Search and Recommendation Engine. We discuss how context-awareness and proactivity can be implemented and utilised for mobile services.
Url:
DOI: 10.1007/978-3-642-04471-7_9
Links to Exploration step
ISTEX:8EA12B9F7DAA7613A765E0CFDCD0C8BDC4CE6E28Le document en format XML
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Pandu Rangan</name><affiliations><json:string>Indian Institute of Technology, Madras, India</json:string></affiliations></json:item><json:item><name>Bernhard Steffen</name><affiliations><json:string>University of Dortmund, Dortmund, Germany</json:string></affiliations></json:item><json:item><name>Madhu Sudan</name><affiliations><json:string>Massachusetts Institute of Technology, MA, USA</json:string></affiliations></json:item><json:item><name>Demetri Terzopoulos</name><affiliations><json:string>University of California, Los Angeles, CA, USA</json:string></affiliations></json:item><json:item><name>Doug Tygar</name><affiliations><json:string>University of California, Berkeley, CA, USA</json:string></affiliations></json:item><json:item><name>Moshe Y. Vardi</name><affiliations><json:string>Rice University, Houston, TX, USA</json:string></affiliations></json:item><json:item><name>Gerhard Weikum</name><affiliations><json:string>Max-Planck Institute of Computer Science, Saarbrücken, Germany</json:string></affiliations></json:item></editor></serie><host><title>Smart Sensing and Context</title><language><json:string>unknown</json:string></language><copyrightDate>2009</copyrightDate><doi><json:string>10.1007/978-3-642-04471-7</json:string></doi><issn><json:string>0302-9743</json:string></issn><eissn><json:string>1611-3349</json:string></eissn><eisbn><json:string>978-3-642-04471-7</json:string></eisbn><bookId><json:string>978-3-642-04471-7</json:string></bookId><isbn><json:string>978-3-642-04470-0</json:string></isbn><volume>5741</volume><pages><first>107</first><last>120</last></pages><genre><json:string>book-series</json:string></genre><editor><json:item><name>Payam Barnaghi</name><affiliations><json:string>Centre for Communication 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Research Center for Artificial Intelligence (DFKI), Stuhlsatzenhausweg 3, 66123, Saarbrücken, Germany</affiliation></author><author xml:id="author-0002"><persName><forename type="first">Dirk</forename><surname>Werth</surname></persName><email>dirk.werth@iwi.dfki.de</email><affiliation>Institute for Information Systems (IWi), German Research Center for Artificial Intelligence (DFKI), Stuhlsatzenhausweg 3, 66123, Saarbrücken, Germany</affiliation></author><idno type="istex">8EA12B9F7DAA7613A765E0CFDCD0C8BDC4CE6E28</idno><idno type="DOI">10.1007/978-3-642-04471-7_9</idno><idno type="ChapterID">9</idno><idno type="ChapterID">Chap9</idno></analytic><monogr><title level="m">Smart Sensing and Context</title><title level="m" type="sub">4th European Conference, EuroSSC 2009, Guildford, UK, September 16-18, 2009. Proceedings</title><idno type="DOI">10.1007/978-3-642-04471-7</idno><idno type="pISBN">978-3-642-04470-0</idno><idno type="eISBN">978-3-642-04471-7</idno><idno type="pISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="book-title-ID">191344</idno><idno type="book-ID">978-3-642-04471-7</idno><idno type="book-chapter-count">16</idno><idno type="book-volume-number">5741</idno><idno type="book-sequence-number">5741</idno><idno type="PartChapterCount">3</idno><editor xml:id="book-author-0000"><persName><forename type="first">Payam</forename><surname>Barnaghi</surname></persName><email>p.barnaghi@surrey.ac.uk</email><affiliation>Centre for Communication Systems Research, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, Surrey, United Kingdom</affiliation></editor><editor xml:id="book-author-0001"><persName><forename type="first">Klaus</forename><surname>Moessner</surname></persName><email>k.moessner@surrey.ac.uk</email><affiliation>Research, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, Surrey, United Kingdom</affiliation></editor><editor xml:id="book-author-0002"><persName><forename type="first">Mirko</forename><surname>Presser</surname></persName><email>m.presser@surrey.ac.uk</email><affiliation>Research, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, Surrey, United Kingdom</affiliation></editor><editor xml:id="book-author-0003"><persName><forename type="first">Stefan</forename><surname>Meissner</surname></persName><email>s.meissner@surrey.ac.uk</email><affiliation>Research, Faculty of Engineering and Physical Sciences, University of Surrey, Guildford, GU2 7XH, Surrey, United Kingdom</affiliation></editor><imprint><publisher>Springer Berlin Heidelberg</publisher><pubPlace>Berlin, Heidelberg</pubPlace><date 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type="first">M.</forename><surname>Kleinberg</surname></persName><affiliation>Cornell University, Ithaca, NY, USA</affiliation></editor><editor xml:id="serie-author-0004"><persName><forename type="first">Friedemann</forename><surname>Mattern</surname></persName><affiliation>ETH Zurich, Zurich, Switzerland</affiliation></editor><editor xml:id="serie-author-0005"><persName><forename type="first">John</forename><forename type="first">C.</forename><surname>Mitchell</surname></persName><affiliation>Stanford University, Stanford, CA, USA</affiliation></editor><editor xml:id="serie-author-0006"><persName><forename type="first">Moni</forename><surname>Naor</surname></persName><affiliation>Weizmann Institute of Science, Rehovot, Israel</affiliation></editor><editor xml:id="serie-author-0007"><persName><forename type="first">Oscar</forename><surname>Nierstrasz</surname></persName><affiliation>University of Bern, Bern, Switzerland</affiliation></editor><editor xml:id="serie-author-0008"><persName><forename type="first">C.</forename><surname>Pandu Rangan</surname></persName><affiliation>Indian Institute of Technology, Madras, India</affiliation></editor><editor xml:id="serie-author-0009"><persName><forename type="first">Bernhard</forename><surname>Steffen</surname></persName><affiliation>University of Dortmund, Dortmund, Germany</affiliation></editor><editor xml:id="serie-author-0010"><persName><forename type="first">Madhu</forename><surname>Sudan</surname></persName><affiliation>Massachusetts Institute of Technology, MA, USA</affiliation></editor><editor xml:id="serie-author-0011"><persName><forename type="first">Demetri</forename><surname>Terzopoulos</surname></persName><affiliation>University of California, Los Angeles, CA, USA</affiliation></editor><editor xml:id="serie-author-0012"><persName><forename type="first">Doug</forename><surname>Tygar</surname></persName><affiliation>University of California, Berkeley, CA, USA</affiliation></editor><editor xml:id="serie-author-0013"><persName><forename type="first">Moshe</forename><forename type="first">Y.</forename><surname>Vardi</surname></persName><affiliation>Rice University, Houston, TX, USA</affiliation></editor><editor xml:id="serie-author-0014"><persName><forename type="first">Gerhard</forename><surname>Weikum</surname></persName><affiliation>Max-Planck Institute of Computer Science, Saarbrücken, Germany</affiliation></editor><biblScope><date>2009</date></biblScope><idno type="pISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="series-Id">558</idno></series></biblStruct></sourceDesc></fileDesc><profileDesc><creation><date>2009</date></creation><langUsage><language ident="en">en</language></langUsage><abstract xml:lang="en"><p>Abstract: The European FP7 research project m:Ciudad - a metropolis of ubiquitous services - aims at the empowerment of users to create services on mobile terminals. The project demonstrates various scenarios in which users either act as creator of services or interact with the system to search for services or service construction components. The search and recommendation process in the system facilitates retrieval of related entities and shows the results to the users according to their preference and contextual information. The paper demonstrates an approach to integrate contextual information with other search attributes to enable efficient service retrieval and recommendation in mobile user and application scenarios. The specifics of a mobile environment are taken into consideration and are reflected in the design of the m:Ciudad Search and Recommendation Engine. 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Proceedings</BookSubTitle><BookVolumeNumber>5741</BookVolumeNumber><BookSequenceNumber>5741</BookSequenceNumber><BookDOI>10.1007/978-3-642-04471-7</BookDOI><BookTitleID>191344</BookTitleID><BookPrintISBN>978-3-642-04470-0</BookPrintISBN><BookElectronicISBN>978-3-642-04471-7</BookElectronicISBN><BookChapterCount>16</BookChapterCount><BookCopyright><CopyrightHolderName>Springer Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2009</CopyrightYear></BookCopyright><BookSubjectGroup><BookSubject Code="I" Type="Primary">Computer Science</BookSubject><BookSubject Code="I13022" Priority="1" Type="Secondary">Computer Communication Networks</BookSubject><BookSubject Code="I13030" Priority="2" Type="Secondary">Special Purpose and Application-Based Systems</BookSubject><BookSubject Code="I13006" Priority="3" Type="Secondary">Computer Systems Organization and Communication Networks</BookSubject><BookSubject Code="I18008" Priority="4" Type="Secondary">Information Systems and Communication 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DisplayOrder="Western"><GivenName>Mirko</GivenName><FamilyName>Presser</FamilyName></EditorName><Contact><Email>m.presser@surrey.ac.uk</Email></Contact></Editor><Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>Stefan</GivenName><FamilyName>Meissner</FamilyName></EditorName><Contact><Email>s.meissner@surrey.ac.uk</Email></Contact></Editor><Affiliation ID="Aff16"><OrgDivision>Centre for Communication Systems Research, Faculty of Engineering and Physical Sciences</OrgDivision><OrgName>University of Surrey, Guildford</OrgName><OrgAddress><Postcode>GU2 7XH</Postcode><City>Surrey</City><Country>United Kingdom</Country></OrgAddress></Affiliation><Affiliation ID="Aff17"><OrgDivision>Research, Faculty of Engineering and Physical Sciences</OrgDivision><OrgName>University of Surrey, Guildford</OrgName><OrgAddress><Postcode>GU2 7XH</Postcode><City>Surrey</City><Country>United Kingdom</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part3"><PartInfo TocLevels="0"><PartID>3</PartID><PartSequenceNumber>3</PartSequenceNumber><PartTitle>Context-Aware Service Platforms</PartTitle><PartChapterCount>3</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Smart Sensing and Context</BookTitle></PartContext></PartInfo><Chapter ID="Chap9" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingStyle="Unnumbered" TocLevels="0"><ChapterID>9</ChapterID><ChapterDOI>10.1007/978-3-642-04471-7_9</ChapterDOI><ChapterSequenceNumber>9</ChapterSequenceNumber><ChapterTitle Language="En">Context-Aware Recommendations on Mobile Services: The m:Ciudad Approach</ChapterTitle><ChapterFirstPage>107</ChapterFirstPage><ChapterLastPage>120</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2009</CopyrightYear></ChapterCopyright><ChapterGrants Type="Regular"><MetadataGrant Grant="OpenAccess"></MetadataGrant><AbstractGrant Grant="OpenAccess"></AbstractGrant><BodyPDFGrant Grant="Restricted"></BodyPDFGrant><BodyHTMLGrant Grant="Restricted"></BodyHTMLGrant><BibliographyGrant Grant="Restricted"></BibliographyGrant><ESMGrant Grant="Restricted"></ESMGrant></ChapterGrants><ChapterContext><SeriesID>558</SeriesID><PartID>3</PartID><BookID>978-3-642-04471-7</BookID><BookTitle>Smart Sensing and Context</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff18"><AuthorName DisplayOrder="Western"><GivenName>Andreas</GivenName><FamilyName>Emrich</FamilyName></AuthorName><Contact><Email>andreas.emrich@iwi.dfki.de</Email></Contact></Author><Author AffiliationIDS="Aff18"><AuthorName DisplayOrder="Western"><GivenName>Alexandra</GivenName><FamilyName>Chapko</FamilyName></AuthorName><Contact><Email>alexandra.chapko@iwi.dfki.de</Email></Contact></Author><Author AffiliationIDS="Aff18"><AuthorName DisplayOrder="Western"><GivenName>Dirk</GivenName><FamilyName>Werth</FamilyName></AuthorName><Contact><Email>dirk.werth@iwi.dfki.de</Email></Contact></Author><Affiliation ID="Aff18"><OrgDivision>Institute for Information Systems (IWi)</OrgDivision><OrgName>German Research Center for Artificial Intelligence (DFKI)</OrgName><OrgAddress><Street>Stuhlsatzenhausweg 3</Street><Postcode>66123</Postcode><City>Saarbrücken</City><Country>Germany</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>The European FP7 research project m:Ciudad - a metropolis of ubiquitous services - aims at the empowerment of users to create services on mobile terminals. The project demonstrates various scenarios in which users either act as creator of services or interact with the system to search for services or service construction components. The search and recommendation process in the system facilitates retrieval of related entities and shows the results to the users according to their preference and contextual information. The paper demonstrates an approach to integrate contextual information with other search attributes to enable efficient service retrieval and recommendation in mobile user and application scenarios. The specifics of a mobile environment are taken into consideration and are reflected in the design of the m:Ciudad Search and Recommendation Engine. We discuss how context-awareness and proactivity can be implemented and utilised for mobile services.</Para></Abstract><KeywordGroup Language="En"><Heading>Keywords</Heading><Keyword>recommendations</Keyword><Keyword>mobile services</Keyword><Keyword>proactivity</Keyword><Keyword>m:Ciudad</Keyword><Keyword>user-generated services</Keyword></KeywordGroup></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Context-Aware Recommendations on Mobile Services: The m:Ciudad Approach</title></titleInfo><titleInfo type="alternative" contentType="CDATA" lang="en"><title>Context-Aware Recommendations on Mobile Services: The m:Ciudad Approach</title></titleInfo><name type="personal"><namePart type="given">Andreas</namePart><namePart type="family">Emrich</namePart><affiliation>Institute for Information Systems (IWi), German Research Center for Artificial Intelligence (DFKI), Stuhlsatzenhausweg 3, 66123, Saarbrücken, Germany</affiliation><affiliation>E-mail: andreas.emrich@iwi.dfki.de</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Alexandra</namePart><namePart type="family">Chapko</namePart><affiliation>Institute for Information Systems (IWi), German Research Center for Artificial Intelligence (DFKI), Stuhlsatzenhausweg 3, 66123, Saarbrücken, Germany</affiliation><affiliation>E-mail: alexandra.chapko@iwi.dfki.de</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Dirk</namePart><namePart type="family">Werth</namePart><affiliation>Institute for Information Systems (IWi), German Research Center for Artificial Intelligence (DFKI), Stuhlsatzenhausweg 3, 66123, Saarbrücken, Germany</affiliation><affiliation>E-mail: dirk.werth@iwi.dfki.de</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre type="conference" displayLabel="OriginalPaper"></genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2009</dateIssued><copyrightDate encoding="w3cdtf">2009</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><physicalDescription><internetMediaType>text/html</internetMediaType></physicalDescription><abstract lang="en">Abstract: The European FP7 research project m:Ciudad - a metropolis of ubiquitous services - aims at the empowerment of users to create services on mobile terminals. The project demonstrates various scenarios in which users either act as creator of services or interact with the system to search for services or service construction components. The search and recommendation process in the system facilitates retrieval of related entities and shows the results to the users according to their preference and contextual information. The paper demonstrates an approach to integrate contextual information with other search attributes to enable efficient service retrieval and recommendation in mobile user and application scenarios. The specifics of a mobile environment are taken into consideration and are reflected in the design of the m:Ciudad Search and Recommendation Engine. We discuss how context-awareness and proactivity can be implemented and utilised for mobile services.</abstract><relatedItem type="host"><titleInfo><title>Smart Sensing and Context</title><subTitle>4th European Conference, EuroSSC 2009, Guildford, UK, September 16-18, 2009. 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type="family">Steffen</namePart><affiliation>University of Dortmund, Dortmund, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Madhu</namePart><namePart type="family">Sudan</namePart><affiliation>Massachusetts Institute of Technology, MA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Demetri</namePart><namePart type="family">Terzopoulos</namePart><affiliation>University of California, Los Angeles, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Doug</namePart><namePart type="family">Tygar</namePart><affiliation>University of California, Berkeley, CA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Moshe</namePart><namePart type="given">Y.</namePart><namePart type="family">Vardi</namePart><affiliation>Rice University, Houston, TX, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Gerhard</namePart><namePart type="family">Weikum</namePart><affiliation>Max-Planck Institute of Computer Science, Saarbrücken, Germany</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><originInfo><copyrightDate encoding="w3cdtf">2009</copyrightDate><issuance>serial</issuance></originInfo><identifier type="ISSN">0302-9743</identifier><identifier type="eISSN">1611-3349</identifier><identifier type="SeriesID">558</identifier><recordInfo><recordOrigin>Springer Berlin Heidelberg, 2009</recordOrigin></recordInfo></relatedItem><identifier type="istex">8EA12B9F7DAA7613A765E0CFDCD0C8BDC4CE6E28</identifier><identifier type="DOI">10.1007/978-3-642-04471-7_9</identifier><identifier type="ChapterID">9</identifier><identifier type="ChapterID">Chap9</identifier><accessCondition type="use 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