Interactions with search systems:
"Search engines are an invaluable part of our daily lives. This book describes advances in technology, data availability, and searcher expectations around next-generation search engines. It will appeal to students (undergraduate/graduate) in disciplines such as Computer Science and Information...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York
Cambridge University Press
2016
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis Klappentext |
| Zusammenfassung: | "Search engines are an invaluable part of our daily lives. This book describes advances in technology, data availability, and searcher expectations around next-generation search engines. It will appeal to students (undergraduate/graduate) in disciplines such as Computer Science and Information Science, as well as scholars and scientists in related areas"-- |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | xvi, 509 Seiten Illustrationen, Karten |
| ISBN: | 9781107034228 |
Internformat
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Datensatz im Suchindex
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|---|---|
| adam_text | Contents
Preface page xi
1 Introduction 1
1.1 Historical Approaches 2
1.2 Next-Generation Search Interaction 5
1.3 Outline 10
Part I Background 13
2 Collecting and Representing Search Interaction 15
2.1 Interaction Types 17
2.2 Primary Actions 21
2.3 Secondary Actions 28
2.4 Beyond Queries and Clicks 37
2.5 Collection Strategies 53
2.6 Summary 57
3 Modeling Interests and Intentions 59
3.1 Modeling Next-Generation Search Interaction 59
3.2 Models of Searcher Behavior 64
3.3 Components for Model Building 82
3.4 Summary 96
4 Models and Frameworks for Information Seeking 97
4.1 Exploring 100
4.2 Seeking 102
4.3 Gathering and Organizing 114
4.4 Using 125
4.5 Summary 1 ^7
• •
vu
CONTENTS
» »- »
Vlll
PartII System Support
139
5 Helping People Search
5.1 Understanding Current Search Practices
5.2 Current Search Support
5.3 Search Interface Design
5.4 Additional Search Support
5.5 New Methods and Modalities
5.6 Logging Richer Search Behavior
5.7 Summary
141
142
144
158
163
171
198
199
6 Exploration, Complexity, and Discovery
6.1 Identifying Exploration
6.2 Supporting Exploration
6.3 Intelligent Assistants
6.4 Discovering Insights
6.5 Summary
201
203
205
222
224
229
7 Learning and Use 231
7.1 Learning 233
7.2 Modeling Searcher Knowledge Level 236
7.3 Learning from Oneself and Others 241
7.4 Intelligent Tutors 246
7.5 Applying Knowledge 246
7.6 Summary 247
8 Interaction beyond the Individual 249
8.1 Collaborative Searching 251
8.2 Seeking Help from Others 253
8.3 Recipients 260
8.4 Archiving Answers and Supporting Future Searching 264
8.5 Summary 265
9 Personalization and Contextualization 267
9.1 Personalization 269
9.2 Contextualization 280
9.3 Explanations and Searcher Control 301
9.4 Summary 303
PartHI Evaluation 305
Evaluation Measures 307
10.1 Process-Oriented Measures 309
10.2 Outcome-Oriented Measures 320
10.3 Application of Measures 334
10.4 Summary 335
Evaluation Methodologies 337
11.1 Research Questions 338
CONTENTS ix
11.2 Methods 339
11.3 Comparing Methods 355
11.4 Summary 359
12 Data, Tools, and Privacy 361
12.1 Logging 362
12.2 Cloud Storage 366
12.3 Release of Data 367
12.4 Privacy and Ethics 377
12.5 Obtaining Ground Truth 382
12.6 Summary 383
Part IV Opportunities and Challenges 385
13 New Directions and Domains 387
13.1 Mobile and Cloud Computing 387
13.2 Natural User Interaction 388
13.3 Richer Sensing 389
13.4 Augmented Reality 389
13.5 Machine Understanding and Intelligence 390
13.6 Knowledge Assistants and Proactive Search 391
13.7 New Search Scenarios 392
13.8 Applying Big Data 396
13.9 Evaluation 402
13.10 Summary 403
14 Call to Action 405
14.1 Opportunities and Challenges 405
14.2 Summary 408
Notes 411
References 415
Index 499
Color plate section can be found between pages 304 and 305.
INTERACTIONS WITH
SEARCH SYSTEMS
Information seeking is a fundamental human activity. In the modern world it is
frequently conducted through interactions with search systems. The retrieval
and comprehension of information returned by these systems is a key part of
decision making and action in a broad range of settings. Advances in data
availability, coupled with new interaction paradigms and mobile and cloud
computing capabilities, have created a diverse set of new opportunities for
information access and use. In this comprehensive book for professionals,
researchers, and students involved in search system design and evaluation,
search expert Ryen White discusses how search systems can capitalize on
these new capabilities, and how next-generation search systems must support
higher-order search activities such as task completion, learning, and decision
making. He outlines the implications of these changes for the evolution of
search evaluation, as well as related challenges that extend beyond search
systems in areas such as privacy and societal benefit.
RYEN W. WH ITE is a Principal Researcher at Microsoft Research. His
research is focused on understanding search interaction and on developing
tools to help people search more effectively. White’s doctoral research
received the British Computer Society s Distinguished Dissertation Award.
He recently received the Karen Spärck Jones Award, for contributions to
information retrieval. White s research is featured in many Microsoft products.
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| spelling | White, Ryen W. Verfasser (DE-588)139447261 aut Interactions with search systems Ryen W. White, Microsoft Research New York Cambridge University Press 2016 xvi, 509 Seiten Illustrationen, Karten txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index "Search engines are an invaluable part of our daily lives. This book describes advances in technology, data availability, and searcher expectations around next-generation search engines. It will appeal to students (undergraduate/graduate) in disciplines such as Computer Science and Information Science, as well as scholars and scientists in related areas"-- Information Retrieval (DE-588)4072803-1 gnd rswk-swf Information Retrieval (DE-588)4072803-1 s b DE-604 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028921004&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028921004&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Klappentext |
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| title | Interactions with search systems |
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| title_full | Interactions with search systems Ryen W. White, Microsoft Research |
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