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Semantic search for novel information
- 자료유형
- 전자책
- 1004378038
- ISBN
- 9781614997757 (electronic bk.)
- ISBN
- 1614997756 (electronic bk.)
- ISBN
- 9781614997740 (print)
- ISBN
- 1614997748
- 미국회청구기호
- QA76.5913
- DDC
- 006-23
- 소장사항
-
MAIN
- 저자명
- Färber, Michael
- 서명/저자
- Semantic search for novel information / Michael Färber
- 형태사항
- 1 online resource.
- 총서명
- Studies on the semantic web ; vol. 031
- 서지주기
- Includes bibliographical references.
- 내용주기
- 완전내용Title Page ; Abstract; Acknowledgements; Contents; List of Figures; List of Tables; List of Listings; Introduction; Motivation; Problem Statement; Research Questions; Contribution of the Thesis; Published Results; Readers' Guide; Foundations; Semantic Web Technologies; The Vision of the Semantic Web; RDF and SPARQL; Knowledge Graph; Information Extraction, Machine Learning, Information Retrieval, and Data Quality; Information Extraction; Machine Learning; Information Retrieval; Data Quality; State-of-the-Art; Statistical Search for Relevant Information; Temporal Information Retrieval
- 내용주기
- 완전내용Trend DetectionSemantic Search for Relevant Information; Semantic Search for Relevant Entities; Semantic Search for Relevant Statements; Semantic Search for Relevant Events; Statistical Search for Relevant, Novel Information; Characteristics of Statistical Search for Relevant, Novel Information; Evaluations and Data Sets; Approaches to the Statistical Search for Relevant, Novel Information; Semantic Search for Relevant, Novel Information; Semantic Search for Novel Entities; Semantic Search for Novel Statements; Semantic Search for Novel Events
- 내용주기
- 완전내용The Suitability of Knowledge Graphs for Semantic Novelty DetectionSelection of Knowledge Graphs; Key Statistics of Selected Knowledge Graphs; Related Work; Number of Triples and Statements; Classes and Domains; Relations and Predicates; Instances and Entities; Subjects and Objects; Summary of Key Statistics; Completeness and Timeliness of Selected Knowledge Graphs; Gold Standard; Completeness; Timeliness; Discussion; Conclusions; Emerging Entity Detection; Motivation; Entity Linking Challenges Arising from Missing Entities and Missing Surface Forms; Overview of Entity Linking Challenges
- 내용주기
- 완전내용Challenges in the WildSummary of Findings; Approach: Emerging Entity Detection; The Approach; Evaluation Results; Related Work; Challenge 1: Linking to in-KG Entities via Known Surface Forms; Challenge 2: Linking to in-KG Entities via Unknown Surface Forms; Challenge 3: Linking to Out-of-KG Entities via Known Surface Forms; Challenge 4: Linking to Out-of-KG Entities via Unkown Surface Forms; Conclusions; Novel Statement Extraction; Motivation; Measuring Semantic Novelty of Statements; The Novel Statement Extraction System; Textual Triple Extraction; KG Linking; Novelty Detection
- 내용주기
- 완전내용Evaluation 1: CrunchBaseData Used; Evaluation Setting; Evaluation Results; Evaluation 2: DBpedia; Data Used; The Baseline Approach and its Evaluation Results; Evaluation Results of Our Approach; Discussion; Related Work; Conclusions; Conclusions; Summary; Limitations; Outlook; Appendix; Supplementary Material; Emerging Entity Detection; Bibliography
- 일반주제명
- Semantic computing
- 일반주제명
- Semantic Web
- 일반주제명
- COMPUTERS / General
- 일반주제명
- Semantic computing.
- 일반주제명
- Semantic Web.
- 기타형태저록
- . Original. 1614997748. 9781614997740. (OCoLC)1002024505
- 통일총서명
- Studies on the Semantic Web ; vol. 031.
- 전자적 위치 및 접속
- 링크정보보기
- Control Number
- yscl:140590
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