Semantic Web and Web Science PDF
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Springer Proceedings in Complexity Juanzi Li · Guilin Qi Dongyan Zhao · Wolfgang Nejdl Hai-Tao Zheng Editors Semantic Web and Web Science Springer Proceedings in Complexity Forfurthervolumes: http://www.springer.com/series/11637 Juanzi Li • Guilin Qi (cid:129) Dongyan Zhao (cid:129) Wolfgang Nejdl (cid:129) Hai-Tao Zheng Editors Semantic Web and Web Science 123 Editors JuanziLi GuilinQi DepartmentofComputerScience SchoolofComputerScience&Engineering andTechnology SoutheastUniversity TsinghuaUniversity Nanjing Beijing Jiangsu,China,People’sRepublic China,People’sRepublic WolfgangNejdl DongyanZhao L3SResearchCenter InstituteofComputerScience&Technology LeibnizUniversityHannover Beijing Hannover,Germany China,People’sRepublic Hai-TaoZheng TsinghuaCampusH202B ShenzhenCity China,People’sRepublic ISSN2213-8684 ISSN2213-8692(electronic) ISBN978-1-4614-6879-0 ISBN978-1-4614-6880-6 (eBook) DOI10.1007/978-1-4614-6880-6 SpringerNewYorkHeidelbergDordrechtLondon LibraryofCongressControlNumber:2013933998 ©SpringerScience+BusinessMediaNewYork2013 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartof thematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseofillustrations,recitation, broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,andtransmissionorinformation storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodology nowknownorhereafterdeveloped.Exemptedfromthislegalreservationarebriefexcerptsinconnection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. 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Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface Inthe last few years,the rapidlydevelopingweb hasled to revolutionarychanges in the whole human society. Nowadays, many scholars and experts are devoting themtotheworkofapplyingthesemanticwebtheoriesintospecificpractice,while in turn improving the semantic web standards and technologies according to the demandinpractice. FollowingthesuccessoffifthChineseSemanticWebSymposium(CSWS2010), wecontinuedtoorganizethesixthChineseSemanticWebSymposiuminShenzhen, China.WealsoorganizedthefirstChineseWebScienceConference(CWSC2012), which is collocated with CSWS 2012. The theme of Joint Conference of CSWS 2012 and CWSC 2012 is “web science and semantic web”. Web science involves full scope of Web-related researches and applications, and it integrates the web- relatedinterdisciplinaryresearchesintoanewfieldofscientificresearch.Thisjoint conferenceaimstopromoteexpansionsfromthesemanticwebtowebscienceand thento discussthe coretechnologiesofnextgenerationweb,such astheweb and swarmintelligence,anewgenerationofsemanticsearch,semanticandwebsecurity, andsoon. This volume contains the papers presented at CSWS 2012 and CWSC 2012. The conference received 59 submissions, of which 54 were research papers and 5 were poster papers. These submissions cover a wide range of topics, including semanticsearch,ontologyreasoning,socialsemanticweb,andsentimentanalysis. Each submission is assigned to three PC members to review. After a rigorous reviewingprocess,25researchpaperswereselectedforpublication(theacceptance rateisaround46%)and9paperswereacceptedasposterpapers. We would like to thank the excellent work done by the program committee. Each of the PC members was assigned three to four papers to review and their timelyandprofessionalreviewswerehelpfulforustoselectsubmissionswithhigh quality.Wealsothanksomepeoplewhoareinvolvedinorganizingtheconference, v vi Preface especiallyProfessorJimHendler,ProfessorWendyHall,ProfessorNigelShadbolt, YongJiang,HuiMa,HaoChen,andShaozhouBai. Beijing,People’sRepublicofChina JuanziLi Nanjing,People’sRepublicofChina GuilinQi Beijing,People’sRepublicofChina DongyanZhao Hannover,Germany WolfgangNejdl ShenzhenCity,People’sRepublicofChina Hai-TaoZheng Contents EnhancingSoftwareSearchwithSemantic InformationfromWikipedia.................................................... 1 XiaoliMaandBoYuan UsingSemanticTechnologytoImproveRecommenderSystems BasedonSlopeOne.............................................................. 11 RuiYang,WeiHu,andYuzhongQu Finding,Extracting,andBuildingAcademicLinkedData.................. 25 PengWangandXiangZhang ProactiveRecommendationBasedonELConceptLearning............... 41 JianfengDu,ShuaiWang,BohongLin,XiaoliYao,andYongHu ImpactofMultimediainSinaWeibo:PopularityandLifeSpan........... 55 XunZhao,FeidaZhu,WeiningQian,andAoyingZhou Ontology-BasedModelandProcedureCreationfor Topic AnalysisinChineseLanguage.................................................. 67 DongHanandKilianStoffel OntheTemporalDynamicsofInfluenceontheSocialSemanticWeb..... 75 ThomasGottron,OlafRadcke,andRenePickhardt ADetailedAnalysisoftheQualityofStream-BasedSchema ConstructiononLinkedOpenData............................................ 89 ThomasGottronandRenePickhardt BuildingLarge-ScaleKnowledgeBaseforRelationsfromText............ 103 JunfengPan,HaofenWang,andYongYu Co-mentionandContext-BasedEntityLinking.............................. 117 QianZheng,JuanziLi,ZhichunWang,andLeiHou vii viii Contents AnApproachofTextSentimentAnalysisforPublicOpinion MonitoringSystem............................................................... 131 MinZeng,YujiuYang,andWenhuangLiu MusicRecommendationBasedonLabelCorrelation ....................... 143 HequnLiu,BoYuan,andChengLi InferringPublicandPrivateTopicsforSimilarEvents ..................... 153 XuboWen,XiaoliMa,HuanXia,andJuanziLi SemreX:ASemanticAssociation-BasedScientificLiterature SharingSystem................................................................... 161 PingpengYuan, HaiJin, YiLi, BinlinChang, XiaominNing, andLiHuang Consequence-BasedProcedureforDescriptionLogicswith Self-Restriction................................................................... 169 CongWangandPascalHitzler SAPOP:SemiautomaticFrameworkforPracticalOntology PopulationfromStructuredKnowledgeBases ............................... 181 XinruoSun,HaofenWang,andYongYu ExploringInformationFlowPatternsBetweenNewsPortals andMicrobloggingPlatforms................................................... 187 BoZhang,JinchuanWang,andLeiZhang ATwo-StepNon-redundantSubspaceClusteringApproach ............... 201 Hai-TaoZheng,HaoChen,YongJiang,Shu-TaoXia, andHuiqiuLi ExploitingOntologiestoRankRelationshipsBetweenPatents............. 215 Hai-TaoZheng,NanMa,YongJiang,Shu-TaoXia, andHui-QiuLi Search Results Diversification Based on Swap Minimal MarginalContribution .......................................................... 223 Hai-TaoZheng, ShaozhouBai, Shu-TaoXia, YongJiang, andHuiqiuLi WhoAreWeTalkingAbout?IdentifyingScientificPopulationsOnline .. 237 Julie M. Birkholz, Shenghui Wang, Paul Groth, andSaraMagliacane Study of Ontology Debugging Approaches Based ontheCriterionSetBLUEI2CI................................................. 251 QiuJi,ZhiqiangGao,andZhishengHuang NJVR:TheNanJingVocabularyRepository ................................. 265 GongCheng,MinLiu,andYuzhongQu Contents ix VisualizingRDFDataProfilewithUMLDiagram........................... 273 HuiyingLiandXiangZhang EmpiricalStudyofPOI-OrientedFocusedCrawler......................... 287 XinFan,Jun-shengZhou,Can-yuCheng,Yi-chuZhou,andDiYin Semantic Word Similarity Learned from Heterogenous KnowledgeBases................................................................. 299 YilingLiu,YangshengJi,ChongGu,ShoulingCui, andJiangtaoJia AWorkload-BasedPartitioningSchemeforParallelRDFData Processing......................................................................... 311 MengdongYangandGangWu Chinese Microblog Sentiment Analysis Based onSemi-supervisedLearning................................................... 325 ShaojieZhu,BingXu,DequanZheng,andTiejunZhao Lexicon-Based Sentiment Analysis on Topical Chinese MicroblogMessages ............................................................. 333 AnqiCui,HaochenZhang,YiqunLiu,MinZhang, andShaopingMa Researchon Indexing Page CollectionSelection Method forSearchEngine ................................................................ 345 LiyunRu,ZhichaoLi,YingyingWu,andShaopingMa TheChineseBag-of-OpinionsMethodforHot-Topic-Oriented SentimentAnalysisonWeibo................................................... 357 JingangWang,DandanSong,LejianLiao,WeiZou, XiaoqingYan,andYiSu ASemantic-DrivenMusicRecommendationModelforDigital PhotoAlbums..................................................................... 369 JiansongChao, HaofenWang, WenleiZhou,Weinan Zhang, andYongYu TheDReWSystemforNonmonotonicDL-Programs........................ 383 GuohuiXiao,ThomasEiter,andStijnHeymans AccessingInformationAboutLinkedDataVocabularieswithvocab.cc... 391 SteffenStadtmu¨ller,AndreasHarth,andMarkoGrobelnik QualitativeCognitionforUncertaintyKnowledgeUsingCloudModel ... 397 YuchaoLiu,LinLi,andJuanziLi
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