Search Computing Challenges and Directions
Containing detailed papers on search computing, this book includes some visionary contributions on the latest trends and explores the background and related technologies. The papers are written by leading scientists and contain the latest results in the field.
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| Main Authors | , |
|---|---|
| Format | eBook |
| Language | English |
| Published |
Berlin, Heidelberg
Springer Nature
2010
Springer Berlin / Heidelberg Springer Berlin Heidelberg Springer |
| Edition | 1 |
| Series | Lecture Notes in Computer Science |
| Subjects | |
| Online Access | Get full text |
| ISBN | 9783642123108 3642123104 3642123090 9783642123092 |
| ISSN | 0302-9743 1611-3349 |
| DOI | 10.1007/978-3-642-12310-8 |
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| Abstract | Containing detailed papers on search computing, this book includes some visionary contributions on the latest trends and explores the background and related technologies. The papers are written by leading scientists and contain the latest results in the field. |
|---|---|
| AbstractList | Search computing, which has evolved from service computing, focuses on building the answers to complex search queries by interacting with a constellation of cooperating search services, using ranking and joining of results as the dominant factors for service composition. The field is multi-disciplinary in nature, and takes advantage of contributions from other research areas such as knowledge representation, human-computer interfaces, psychology, sociology, economics and legal sciences. The book is divided into three parts. The first part includes some visionary contributions on the latest trends in search, which is becoming increasingly task-oriented and is starting to use ontological knowledge in order to manage complex queries. The second part explores background and related technologies, which can be considered as parallel fields of research, useful both for setting the theoretical premises for search computing and for providing a technological framework for building search computing systems and applications. The third part delves into the conceptual and technological problems and issues arising when dealing with search computing as a new search paradigm. It provides a unified view of the results of the Search Computing project as achieved exactly one year after its starting date. Containing detailed papers on search computing, this book includes some visionary contributions on the latest trends and explores the background and related technologies. The papers are written by leading scientists and contain the latest results in the field. |
| Author | Ceri, Stefano Brambilla, Marco |
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| DOI | 10.1007/978-3-642-12310-8 |
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| RelatedPersons | Kleinberg, Jon M. Mattern, Friedemann Nierstrasz, Oscar Steffen, Bernhard Kittler, Josef Vardi, Moshe Y. Weikum, Gerhard Sudan, Madhu Naor, Moni Mitchell, John C. Terzopoulos, Demetri Pandu Rangan, C. Kanade, Takeo Hutchison, David Tygar, Doug |
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| Snippet | Containing detailed papers on search computing, this book includes some visionary contributions on the latest trends and explores the background and related... Search computing, which has evolved from service computing, focuses on building the answers to complex search queries by interacting with a constellation of... |
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| SubjectTerms | Algorithm Analysis and Problem Complexity Computer Science Congresses Data Mining and Knowledge Discovery Data processing Computer science Information Systems Applications (incl. Internet) Programming Techniques Search engines Software Engineering Theory of Computation |
| Subtitle | Challenges and Directions |
| TableOfContents | Optimization of Rank-Join Algorithms -- The Need for Query Optimization in Search Computing -- Cost Models for Query Optimization -- Need for Adaptive Algorithms -- Conclusion -- References -- Chapter 12: Panta Rhei: Flexible Execution Engine for Search Computing Queries -- Introduction -- State of the Art -- Query Processing Paradigms -- Adaptation -- Panta Rhei Specifications -- Structure of Execution Plans -- Scheduling Units in Panta Rhei -- Examples -- Conclusion -- References -- Chapter 13: Liquid Queries and Liquid Results in Search Computing -- Introduction -- State of the Art -- Behavioral Studies of Information Seeking and Exploratory Search -- Topic Exploration Systems -- Tabular Search Systems -- Summary and Discussion -- Liquid Query Paradigm -- Liquid Query Concepts -- Liquid Query Interaction Process -- Remote Query Interaction Primitives -- Local Query Interaction Primitives -- Local Manipulation Primitives -- Data Visualization Primitives -- Query Management Primitives -- Result Quality Primitives -- Running Example -- Initial Query Submission and Result Visualization -- Application of Local Filters -- Query Expansion -- Adding Calculated Attributes -- Visualization of the Results on a Map and on Parallel Coordinates -- Query Management Operations -- Conclusions and Future Work -- References -- Chapter 14: Building Search Computing Applications -- Introduction -- Development of Search Computing Applications -- User Roles -- Development Process -- Development Tools -- Web Design Tools and Environments -- SeCo Development Tools -- Software Architecture -- High-Performance Architectures for Web Applications -- SeCo Architecture -- Deployment -- Business Models in Search Applications -- Principles of Advertising in Search Engines -- Advertising Tools in Search Engines -- Business Models for Search Computing -- Conclusions -- References Chapter 5: From Mashup Technologies to Universal Integration: Search Computing the Imperative Way -- Introduction -- Traditional Composition and Development Approaches -- Service Composition Approaches -- UI Composition Approaches -- Computer-Aided Web Engineering Tools -- Portals and Portlets -- Web Mashups -- Manual Development -- Semi-assisted Development -- Fully-Assisted Development -- Universal Composition: Guiding Principles -- The mashArt Platform -- The mashArt Component Model -- Universal Composition Model -- Implementing and Provisioning Universal Compositions -- Conclusion -- References -- Chapter 6: Web Data Extraction for Service Creation -- Introduction -- Web Data Extraction -- The Lixto Approach -- Transforming Web Pages and Deep Web Sources into Web Services -- Wrapper Generation with Lixto Visual Developer -- Lixto WPI Server -- Web Service Delivery -- Application Areas and Future Research Issues -- Sample Application Areas -- Future Challenges -- Conclusions -- References -- Chapter 7: Dataspaces -- Introduction -- The Classification Framework -- Initialisation Phase -- Usage Phase: Search/Query and Their Evaluation -- Maintenance and Improvement Phase -- Uncertainty -- Human-Computer Interface -- Data Integration Proposals -- The Interplay between Dataspaces and Search Tasks -- Performing Search Tasks in Dataspaces -- Using Dataspaces for Mult-domain Search Tasks -- Conclusions -- References -- Chapter 8: Multimedia and Multimodal Information Retrieval -- Introduction -- Motivations, Requirements and Applications of Multimedia Search -- Challenges of Multimedia Information Retrieval -- Challenge 1: Content Acquisition -- Challenge 2: Content Normalization -- Challenge 3: Content Analysis and Indexing -- Challenge 4: Content Querying -- Challenge 5: Content Browsing -- The MIR Architecture -- The Content Process Title Page -- Preface -- Organization -- Table of Contents -- Part I Visions -- Chapter 1: Search Computing -- Beyond Page Search -- State of the Art -- Building Search Computing Systems -- Building Search Computing Applications -- Chapter 2: Next Generation Web Search -- Introduction -- TheWeb -- Content -- Structure -- Usage -- Web Trends -- User Generated Content -- Social Networks -- Web of Objects -- Search Trends -- Query Intent -- Open Search Ecosystem -- How This Might Work -- Pre-processing -- Query Processing -- Research Challenges -- Crawling -- Extracting and Ranking Entities -- Query Intent -- Exploiting Web Queries -- Results Page Layout -- Social Networks -- Scalability -- FinalRemarks -- References -- Chapter 3: Search for Knowledge -- Trends and Opportunities -- Challenge: Knowledge Harvesting -- Temporal Knowledge -- Multilingual Knowledge -- Multimodal Knowledge -- Active Knowledge -- Diversity and Provenance -- Scalability -- Challenge: Query Processing -- Query Language -- Schema-Free Querying -- Temporal Querying -- Towards SPARQL Full-Text -- Programming and User Interfaces -- Challenge: Ranking Model -- Entity Ranking -- RDF Knowledge Ranking -- Personalization -- Diversity -- Conclusion -- References -- Part II Technology Watch for Search Computing -- Introduction to Part II Technology Watch for Search Computing -- Chapter 4: The Search Engine Industry -- Problem Setting -- A Method to Evaluate Search Engine -- Sampling -- A Search Engine Model Definition -- A Simple Evaluation Method -- Results -- Strategy 1: Bet on Everything -- Strategy 2: Bet on User Interaction (Pre and Post Search) -- Strategy 3: Bet on Preparing for Searching -- Strategy 4: Bet on Searching Power -- Strategy 5: Bet on Searching Excellence -- Discussion -- References Chapter 15: Search Computing and the Life Sciences -- Introduction and Motivation -- Ordered Data in the Life Sciences -- Combining Multi-domain Ordered Data in the Life Sciences -- Managing Domain Ranking in Integrated Data -- Data Integration Case Studies in Which Order Matters -- Identifying Genes Relevant to a Disease -- Identifying Genes Associated with Traits in Quantitative Trait Loci -- Comparative Genomic Analysis -- Conclusions -- References -- Appendix A: Search Computing Dictionary -- Service Framework -- Query Expression and Optimization -- Query Execution -- Liquid Queries -- Author Index The Query Process -- Metadata -- Techniques for Content Processing -- Examples of MIR Query Languages -- Examples of Research and Commercial MIR Solutions -- European and Regional Research Projects -- Examples of Commercial MIR Systems -- Conclusion and Perspectives -- References -- Part III Issues in Search Computing -- Introduction to Part III: Search Computing in a Nutshell -- Chapter 9: Service Marts -- Introduction -- Service-Oriented Architectures for Data Publishing -- Service Description -- Service Registration -- Service Discovery -- Service Marts -- Conceptual Level -- Logical Level -- Physical Level -- Connection Patterns -- Service Implementation -- Web Service Registration -- Web Page Wrapping -- Data Materialization -- Running Example -- Service Mart: "Movie" -- Service Mart: "Theatre" -- Service Mart: "Restaurant" -- Conclusions -- References -- Chapter 10: Join Methods and Query Optimization -- Introduction -- State of the Art -- Query Processing Foundations -- Answering Queries over Web Services -- Answering Queries under Access Limitations -- Web Service Management Systems -- Query Formulation and Translation into an Executable Plan -- Query Formulation -- Query Plans -- Join Methods for Search Computing -- Problem Statement -- Topology -- Invocation Strategy -- Completion Strategy -- Join Methods -- Query Optimization for Search Computing -- Cost Metrics -- Branch and Bound Approach to Query Optimization -- Phase 1: Access Pattern Selection -- Phase 2: Selection of a Query Topology -- Phase 3: Choice of the Number of Fetches -- Optimization Applied to the Running Example -- Conclusions -- References -- Chapter 11: Rank-Join Algorithms for Search Computing -- Introduction -- New Rank-Join Challenges in Search Computing -- Rank-Join Algorithms: State of the Art -- Data Access -- Implementation Level |
| Title | Search Computing |
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