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Graph Structures for Knowledge Representation and Reasoning: 4th International Workshop, GKR 2015, Buenos Aires, Argentina, July 25, 2015, Revised Selected Papers

Gkr,Verfasserin;; Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Weikum, Gerhard (Editor) ; Croitoru, Madalina (Editor) ; Marquis, Pierre (Editor) ; Rudolph, Sebastian (Editor) ; Stapleton, Gem (Editor)

Lecture Notes in Computer Science [Tạp chí có phản biện]

ISBN: 9783319287010 ; ISBN: 331928701X ; E-ISBN: 9783319287027 ; E-ISBN: 3319287028 ; DOI: 10.1007/978-3-319-28702-7

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  • Nhan đề:
    Graph Structures for Knowledge Representation and Reasoning: 4th International Workshop, GKR 2015, Buenos Aires, Argentina, July 25, 2015, Revised Selected Papers
  • Tác giả: Gkr,Verfasserin
  • Hutchison, David (Editor) ; Kanade, Takeo (Editor) ; Kittler, Josef (Editor) ; Kleinberg, Jon M (Editor) ; Mattern, Friedemann (Editor) ; Mitchell, John C (Editor) ; Naor, Moni (Editor) ; Pandu Rangan, C (Editor) ; Steffen, Bernhard (Editor) ; Terzopoulos, Demetri (Editor) ; Tygar, Doug (Editor) ; Weikum, Gerhard (Editor) ; Croitoru, Madalina (Editor) ; Marquis, Pierre (Editor) ; Rudolph, Sebastian (Editor) ; Stapleton, Gem (Editor)
  • Chủ đề: Computer Science ; Artificial Intelligence (Incl. Robotics) ; Mathematical Logic and Formal Languages ; Information Systems Applications (Incl. Internet) ; Information Storage and Retrieval ; Computer Communication Networks ; Probability and Statistics in Computer Science ; Engineering ; Computer Science
  • Là 1 phần của: Lecture Notes in Computer Science
  • Mô tả: Intro -- Preface -- Organization -- Contents -- Designing a Knowledge Representation Tool for Subject Matter Structuring -- Abstract -- 1 Introduction -- 2 Surfing the Literature -- 3 Educational Concept Maps -- 3.1 Overview -- 3.2 ECM Model Structure -- 4 The ENCODE Architecture -- 5 The ECM Representation -- 6 Conclusions -- References -- Aligning Experientially Grounded Ontologies Using Language Games -- 1 Introduction -- 2 Related Work -- 3 Formal Framework -- 4 Proposed Solution Method -- 4.1 Language Game Strategies -- 5 Experimentation -- 5.1 Environment Dynamics -- 5.2 Measurements -- 5.3 Operational Communication -- 5.4 Updating K -- 6 Experimental Results -- 7 Discussion -- 8 Conclusion -- References -- An Overview of Argumentation Frameworks for Decision Support -- 1 Introduction -- 2 Abstract Argumentation -- 3 Bipolar Abstract Argumentation and Q&A-Based Decision-Making -- 3.1 Bipolar Abstract Argumentation -- 3.2 Quaestio-It for Q&A -- 3.3 Q&A for Engineering Design -- 4 Value-Based Argumentation and Collaborative Multi-agent Decisions -- 4.1 Value-Based Argumentation -- 4.2 Collaborative Multi-agent Decisions -- 5 Assumption-Based Argumentation and Multi-criteria Decision Making -- 5.1 Assumption-Based Argumentation (ABA) -- 5.2 Decision Graphs -- 5.3 Dominant Decisions in Decision Graphs in ABA -- 6 Discussion and Future Directions -- 6.1 From Trees to Full Graphs -- 6.2 Constructing Bipolar Argumentation Frameworks from Text -- 6.3 Computation of Acceptability/Strength -- 6.4 Cross-Fertilisations -- References -- Learning Bayesian Networks with Non-Decomposable Scores -- 1 Introduction -- 2 Technical Preliminaries and Related Work -- 2.1 Score-Based Structure Learning -- 2.2 Shortest-Paths on Order Graphs -- 3 A New Search Space for Learning Bayesian Networks -- 3.1 A New Search Space: BN Graphs -- 3.2 On Heuristic Functions for BN Graphs -- 3.3 Experimental Setup -- 4 Structure Learning with Non-Decomposable Scores -- 4.1 Order-Modular Priors -- 4.2 A Heuristic for Order-Modular Priors -- 4.3 A* Search -- 4.4 Experiments -- 5 Enumerating the k-Best Structures -- 5.1 Experiments -- 6 Conclusion -- A Proofs for Sect.4.2 -- References -- Combinatorial Results on Directed Hypergraphs for the SAT Problem -- 1 Introduction -- 2 Directed Hypergraph Approach to SAT -- 2.1 Clause Ordering -- 2.2 A New DPLL-Like Algorithm for SAT -- 2.3 Renaming -- 3 Weak Transversals -- 4 Discussion -- References -- Conceptual Graphs for Formally Managing and Discovering Complementary Competences -- 1 Introduction -- 2 Related Work and Background -- 2.1 Knowledge Representation -- 2.2 Competence Representation -- 2.3 Competence Discovery -- 2.4 Heterogeneous and Distributed Architectures -- 3 Proposal: Competence Management and Discovery Using CGs -- 3.1 Conceptual Architecture -- 3.2 Competence Representation -- 3.3 Competence Discovery -- 4 Implementation -- 5 Discussion and Concluding Remarks -- References -- Subjective Networks: Perspectives and Challenges -- 1 Introduction -- 2 Preliminaries -- 2.1 Bayesian Networks -- 2.2 Subjective Opinions -- 2.3 Subjective Opinions as Probability Density Functions -- 3 Subjective Networks Representation -- 3.1 Conditional and Joint Subjective Opinions -- 3.2 Bayesian Subjective Networks -- 3.3 Fused Subjective Networks -- 4 Inference in Subjective Networks -- 4.1 Inference in a Two-Node Network -- 4.2 Inference in Bayesian Subjective Networks -- 4.3 Inference in Fused Subjective Networks -- 5 Inference Through the Dirichlet Representation of Subjective Opinions -- 6 Conclusions and Future Work -- References -- RDF-SQ: Mixing Parallel and Sequential Computation for Top-Down OWL RL Inference -- 1 Introduction -- 2 Background -- 3 RDF-SQ -- 3.1 RDF-SQ: Rule Categories -- 3.2 RDF-SQ: Main Intuition -- 3.3 RDF-SQ: Pseudocode -- 3.4 RDF-SQ: Termination, Soundness, Completeness -- 4 Evaluation -- 5 Conclusions -- References -- Bring User Interest to Related Entity Recommendation -- 1 Introduction -- 2 Related Work -- 3 Related Entity Collection -- 3.1 Collecting Related Entities -- 3.2 Constructing the REN -- 4 Related Entity Ranking -- 4.1 Ranking by Semantic Relatedness -- 4.2 Ranking by Entity Importance -- 5 Experiment -- 5.1 Dataset -- 5.2 The REN Quality Evaluation -- 5.3 Performance of Different Ranking Methods -- 5.4 Relatedness Ranking Comparison -- 5.5 Entity Recommendation Comparison -- 6 Conclusion -- References -- Author Index -- .
  • Nơi xuất bản: Cham: Springer International Publishing
  • Năm xuất bản: 2015
  • Ngôn ngữ: English
  • Số nhận dạng: ISBN: 9783319287010 ; ISBN: 331928701X ; E-ISBN: 9783319287027 ; E-ISBN: 3319287028 ; DOI: 10.1007/978-3-319-28702-7

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