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[美] 曼宁 、[美] 拉哈万 、[德] 舒策 著 / 人民邮电出版社 / 2010-01 / 平装
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信息检索导论(英文版)
《信息检索导论(英文版)》是信息检索的教材,旨在从计算机科学的视角提供一种现代的信息检索方法。书中从基本概念讲解网络搜索以及文本分类和文本聚类等,对收集、索引和搜索文档系统的设计和实现的方方面面、评估系统的方法、机器学习方法在文本收集中的应用等给出了最新的讲解。
书中所有重要的思想都是用示例进行解释,图文并茂。《信息检索导论(英文版)》非常适合作为计算机科学及相关专业的高年级本科生和研究生的“信息检索”课程的入门教材,当然也同样适合研究人员和专业人士阅读。
ChristopherD.Manning,斯坦福大学语言学博士,现任斯坦福大学计算机科学和语言学副教授,主要研究方向是统计自然语言处理、信息提取与表示、文本理解和文本挖掘等。
PrabhakarRaghavan,加州大学伯克利分校博士,现任Yahoo!实验室主任,斯坦福大学计算机科学系顾问教授,是ACM和IEEE会士。主要研究兴趣是文本及Web数据挖掘、算法设计等。此前,他曾任Verity公司CTO,并在旧M研究院担任过管理工作。
HinrichSchuze斯坦福大学博士,现任斯图加特大学自然语言处理研究所理论计算语言学主任。他在美国硅谷工作过多年,曾在施乐PaloAlto研究中心供职,担任过Outride公司(后被Google公司收购)副总裁,做过Novation生物科技公司CTO和Enkata公司首席科学家。
1Booleanretrieval11.1Anexampleinformationretrievalproblem31.2Afirsttakeatbuildinganinvertedindex61.3ProcessingBooleanqueries91.4TheextendedBooleanmodelversusrankedretrieval131.5Referencesandfurtherreading162Thetermvocabularyandpostingslists182.1Documentdelineationandcharactersequencedecoding182.2Determiningthevocabularyofterms212.3Fasterpostingslistintersectionviaskippointers332.4Positionalpostingsandphrasequeries362.5Referencesandfurtherreading433Dictionariesandtolerantretrieval453.1Searchstructuresfordictionaries453.2Wildcardqueries483.3Spellingcorrection523.4Phoneticcorrection583.5Referencesandfurtherreading594Indexconstruction614.1Hardwarebasics624.2Blockedsort-basedindexing634.3Single-passin-memoryindexing664.4Distributedindexing684.5Dynamicindexing714.6Othertypesofindexes734.7Referencesandfurtherreading765Indexcompression785.1Statisticalpropertiesoftermsininformationretrieval795.2Dictionarycompression825.3Postingsfilecompression875.4Referencesandfurtherreading976Scoring,termweighting,andthevectorspacemodel1006.1Parametricandzoneindexes1016.2Termfrequencyandweighting1076.3Thevectorspacemodelforscoring1106.4Varianttf–idffunctions1166.5Referencesandfurtherreading1227Computingscoresinacompletesearchsystem1247.1Efficientscoringandranking1247.2Componentsofaninformationretrievalsystem1327.3Vectorspacescoringandqueryoperatorinteraction1367.4Referencesandfurtherreading1378Evaluationininformationretrieval1398.1Informationretrievalsystemevaluation1408.2Standardtestcollections1418.3Evaluationofunrankedretrievalsets1428.4Evaluationofrankedretrievalresults1458.5Assessingrelevance1518.6Abroaderperspective:Systemqualityanduserutility1548.7Resultssnippets1578.8Referencesandfurtherreading1599Relevancefeedbackandqueryexpansion1629.1Relevancefeedbackandpseudorelevancefeedback1639.2Globalmethodsforqueryreformulation1739.3Referencesandfurtherreading17710XMLretrieval17810.1BasicXMLconcepts18010.2ChallengesinXMLretrieval18310.3AvectorspacemodelforXMLretrieval18810.4EvaluationofXMLretrieval19210.5Text-centricversusdata-centricXMLretrieval19610.6Referencesandfurtherreading19811Probabilisticinformationretrieval20111.1Reviewofbasicprobabilitytheory20211.2Theprobabilityrankingprinciple20311.3Thebinaryindependencemodel20411.4Anappraisalandsomeextensions21211.5Referencesandfurtherreading21612Languagemodelsforinformationretrieval21812.1Languagemodels21812.2Thequerylikelihoodmodel22312.3Languagemodelingversusotherapproachesininformationretrieval22912.4Extendedlanguagemodelingapproaches23012.5Referencesandfurtherreading23213TextclassificationandNaiveBayes23413.1Thetextclassificationproblem23713.2NaiveBayestextclassification23813.3TheBernoullimodel24313.4PropertiesofNaiveBayes24513.5Featureselection25113.6Evaluationoftextclassification25813.7Referencesandfurtherreading26414Vectorspaceclassification26614.1Documentrepresentationsandmeasuresofrelatednessinvectorspaces26714.2Rocchioclassification26914.3knearestneighbor27314.4Linearversusnonlinearclassifiers27714.5Classificationwithmorethantwoclasses28114.6Thebias–variancetradeoff28414.7Referencesandfurtherreading29115Supportvectormachinesandmachinelearningondocuments29315.1Supportvectormachines:Thelinearlyseparablecase29415.2Extensionstothesupportvectormachinemodel30015.3Issuesintheclassificationoftextdocuments30715.4Machine-learningmethodsinadhocinformationretrieval31415.5Referencesandfurtherreading31816Flatclustering32116.1Clusteringininformationretrieval32216.2Problemstatement32616.3Evaluationofclustering32716.4K-means33116.5Model-basedclustering33816.6Referencesandfurtherreading34317Hierarchicalclustering34617.1Hierarchicalagglomerativeclustering34717.2Single-linkandcomplete-linkclustering35017.3Group-averageagglomerativeclustering35617.4Centroidclustering35817.5Optimalityofhierarchicalagglomerativeclustering36017.6Divisiveclustering36217.7Clusterlabeling36317.8Implementationnotes36517.9Referencesandfurtherreading36718Matrixdecompositionsandlatentsemanticindexing36918.1Linearalgebrareview36918.2Term–documentmatricesandsingularvaluedecompositions37318.3Low-rankapproximations37618.4Latentsemanticindexing37818.5Referencesandfurtherreading38319Websearchbasics38519.1Backgroundandhistory38519.2Webcharacteristics38719.3Advertisingastheeconomicmodel39219.4Thesearchuserexperience39519.5Indexsizeandestimation39619.6Near-duplicatesandshingling40019.7Referencesandfurtherreading40420Webcrawlingandindexes40520.1Overview40520.2Crawling40620.3Distributingindexes41520.4Connectivityservers41621Linkanalysis42121.1TheWebasagraph42221.2PageRank42421.3Hubsandauthorities43321.4Referencesandfurtherreading439Inde469Bibliography441
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