Advances in Distributed Agent-Based Retrieval Tools

Cover......Page 1
 Serendipitous Recommendations......Page 3
 Personalized Museum Tours......Page 4
 Experimental Session......Page 5
 Conclusions and Future Work......Page 7
 References......Page 8
  Clustering......Page 9
 Introduction......Page 11
 Semantic Indexing......Page 6
 Analysis of Sensor9k Dataset......Page 10
  Event Detection and Interpretation......Page 12
 Use Case......Page 13
Front Matter......Page 2
 Goals of the Project......Page 14
 A Semantic Search Engine for a Business Network......Page 15
 Evaluation and Discussion......Page 16
  Collaborative Filtering......Page 18
  Data Categorization......Page 19
 References......Page 20
  Search Engine......Page 17
  Matching Module......Page 21
 Introduction......Page 23
 Biological Sources......Page 26
  Protein Structures......Page 27
  Structural Classifications......Page 28
  Membrane Proteins......Page 29
 Discussion......Page 32
 Conclusions......Page 33
 References......Page 34
 Introduction......Page 37
 The Architecture of the Topic Detection System......Page 39
 The Reference Chains......Page 40
  Corpus Analysis......Page 41
  Architecture of RefGen......Page 42
  Automatic Annotation of the Referential Expressions......Page 43
  The CalcRef Module......Page 44
  Evaluation......Page 47
 Conclusion......Page 48
 References......Page 49
 Introduction......Page 51
 The Distributional Hypothesis......Page 52
 Translational Context......Page 53
  Measures for Computing Similarity......Page 55
  Data Collection......Page 56
  Comparing Vectors......Page 57
 Results and Discussion......Page 58
 Porting to a Different Domain......Page 60
  Evaluation of the Synonyms from the OpenSubs Corpus......Page 61
  Results for the OpenSubs Corpus......Page 62
  Materials and Methods......Page 63
  Results on Synonym Extraction for Dutch......Page 64
 Conclusions......Page 65
 References......Page 66
 Introduction......Page 68
  The Parser......Page 70
  The Anaphora Resolution Module......Page 73
  A Walkthrough Example......Page 74
 Semantics and Deep Processing......Page 76
  Default Semantic Matching Procedure......Page 77
  Tags and Syntactic Heads......Page 78
  Partial Logical Form and Relations......Page 79
 Evaluation and Discussion......Page 83
  Discussion......Page 85
  GReG and Question-Answering from Text......Page 86
 References......Page 87
 Introduction......Page 89
  The Syntactic and Lexico-Semantic Module......Page 91
  The Anaphora Resolution Module......Page 93
  The Deep Semantic Module......Page 94
  Sentiment Analysis of Conversations......Page 95
  The Semantic Markers: CONDITIONAL and COMPARATIVES......Page 98
 The Experiment with Products Reviews......Page 99
  The Experiment with Quotations......Page 101
 References......Page 102
 Introduction......Page 104
 Previous Work......Page 105
  Corpus-Based Approaches......Page 106
  Dictionary-Based Approaches......Page 107
  Semantic Features......Page 108
 Experiments......Page 109
  Results and Discussion......Page 110
 Conclusions......Page 113
 Introduction......Page 116
 Related Work......Page 118
 Semantic Indexing......Page 121
  Ontologies......Page 122
  Types of Queries......Page 123
  Keys for Publication and Retrieval Contexts......Page 130
  The System Ontology......Page 133
 References......Page 134
 Introduction......Page 136
 Intelligent Information Agents......Page 137
 HDS......Page 139
  Software Architecture Model......Page 140
  Implementation......Page 143
 HDS for the Implementation of Pervasive Information Systems......Page 144
 Conclusions......Page 147
 References......Page 148
 Introduction......Page 150
 Ambient Intelligence for Behavior Profiling......Page 151
 Sensor Data Mining......Page 152
  Data Preprocessing......Page 153
  Action Detection......Page 154
  Modeling and Correlation......Page 156
  Clustering......Page 158
 Analysis of Sensor9k Dataset......Page 159
  Analysis of Light Time Series for the Analyzed Rooms......Page 160
  Event Detection and Interpretation......Page 161
  Clustering of Data......Page 162
 On-Going Work: Extension to a Distributed Approach......Page 163
 Conclusion and Future Work......Page 164
 Background and Motivation......Page 166
 Serendipitous Recommendations......Page 168
 Personalized Museum Tours......Page 169
 Experimental Session......Page 170
 Conclusions and Future Work......Page 172
 References......Page 173
Back Matter......Page 175