UID:
almafu_9960117001302883
Format:
1 online resource (xvi, 509 pages) :
,
digital, PDF file(s).
ISBN:
1-316-56410-X
,
1-316-56648-X
,
1-139-52530-1
Content:
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 broad range 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 new capabilities and how next-generation 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 challenges that extend beyond search systems in areas such as privacy and societal benefit.
Note:
Title from publisher's bibliographic system (viewed on 08 Mar 2016).
,
Cover -- Half title -- Title -- Copyright -- Dedication -- Contents -- Preface -- 1 Introduction -- 1.1 Historical Approaches -- 1.2 Next-Generation Search Interaction -- 1.3 Outline -- Part I Background -- 2 Collecting and Representing Search Interaction -- 2.1 Interaction Types -- 2.2 Primary Actions -- 2.3 Secondary Actions -- 2.4 Beyond Queries and Clicks -- 2.5 Collection Strategies -- 2.6 Summary -- 3 Modeling Interests and Intentions -- 3.1 Modeling Next-Generation Search Interaction -- 3.2 Models of Searcher Behavior -- 3.3 Components for Model Building -- 3.4 Summary -- 4 Models and Frameworks for Information Seeking -- 4.1 Exploring -- 4.2 Seeking -- 4.3 Gathering and Organizing -- 4.4 Using -- 4.5 Summary -- Part II System Support -- 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 -- 6 Exploration, Complexity, and Discovery -- 6.1 Identifying Exploration -- 6.2 Supporting Exploration -- 6.3 Intelligent Assistants -- 6.4 Discovering Insights -- 6.5 Summary -- 7 Learning and Use -- 7.1 Learning -- 7.2 Modeling Searcher Knowledge Level -- 7.3 Learning from Oneself and Others -- 7.4 Intelligent Tutors -- 7.5 Applying Knowledge -- 7.6 Summary -- 8 Interaction beyond the Individual -- 8.1 Collaborative Searching -- 8.2 Seeking Help from Others -- 8.3 Recipients -- 8.4 Archiving Answers and Supporting Future Searching -- 8.5 Summary -- 9 Personalization and Contextualization -- 9.1 Personalization -- 9.2 Contextualization -- 9.3 Explanations and Searcher Control -- 9.4 Summary -- Part III Evaluation -- 10 Evaluation Measures -- 10.1 Process-Oriented Measures -- 10.2 Outcome-Oriented Measures -- 10.3 Application of Measures -- 10.4 Summary.
,
11 Evaluation Methodologies -- 11.1 Research Questions -- 11.2 Methods -- 11.3 Comparing Methods -- 11.4 Summary -- 12 Data, Tools, and Privacy -- 12.1 Logging -- 12.2 Cloud Storage -- 12.3 Release of Data -- 12.4 Privacy and Ethics -- 12.5 Obtaining Ground Truth -- 12.6 Summary -- Part IV Opportunities and Challenges -- 13 New Directions and Domains -- 13.1 Mobile and Cloud Computing -- 13.2 Natural User Interaction -- 13.3 Richer Sensing -- 13.4 Augmented Reality -- 13.5 Machine Understanding and Intelligence -- 13.6 Knowledge Assistants and Proactive Search -- 13.7 New Search Scenarios -- 13.8 Applying Big Data -- 13.9 Evaluation -- 13.10 Summary -- 14 Call to Action -- 14.1 Opportunities and Challenges -- 14.2 Summary -- Notes -- References -- Index.
,
English
Additional Edition:
ISBN 1-107-03422-1
Language:
English
Subjects:
Computer Science
URL:
Volltext
(URL des Erstveröffentlichers)
URL:
https://doi.org/10.1017/CBO9781139525305
