Indurkhya, N. & Damerau, F. J. ed.
Handbook of Natural Language Processing 2nd ed.
自然言語処理ハンドブック 第２版
CRC Press 2010.2
704 pp.(H)
ISBN 1-4200-8592-1
11,900円
Contents
1. Classical Aproaches/ 2. Empirical and Statistical Approaches/ 3. Applications/ Index/
* The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.
* Divided into three sections, the book first surveys classical techniques, including both symbolic and empirical approaches. The second section focuses on statistical approaches in natural language processing. In the final section of the book, each chapter describes a particular class of application, from Chinese machine translation to information visualization to ontology construction to biomedical text mining. *
Koehn, P.
Statistical Machine Translation
Cambridge University Press 2010.1
446 pp.(H)
ISBN 0-521-87415-7
7,700円
Contents
1. Introduction/ 2. Words, sentences, corpora/ 3. Probability theory/ 4. Word-based models/ 5. Phrase-based models/ 6. Decoding/ 7. Language models/ 8. Evaluation/ 9. Discriminative training/ 10. Integrating linguistic information/ 11. Tree-based models/ Bibliography/ Author index/ Index/
* This introductory text to statistical machine translation (SMT) provides all of the theories and methods needed to build a statistical machine translator, such as Google Language Tools and Babelfish. In general, statistical techniques allow automatic translation systems to be built quickly for any language-pair using only translated texts and generic software. *
Srivastava, A. & Sahami, M. ed.
Text Mining
Classification, Clustering, and Applications
CRC Press 2009.6
328 pp.(H)
ISBN 1-4200-5940-8
10,200円
Contents
1. Analysis of Text Patterns Using Kernel Methods/ 2. Detection of Bias in Media Outlets with Statistical Learning Methods/ 3. Collective Classification for Text Classification/ 4. Topic Models. Nonnegative Matrix and Tensor Factorization for Discussion Tracking/ 5. Text Clustering with Mixture of von Mises芳isher Distributions/ 6. Constrained Partitional Clustering of Text Data: An Overview/ 7. Adaptive Information Filtering/ 8. Utility-Based Information Distillation/ 9. Text Search Enhanced with Types and Entities/ Index/
* The Definitive Resource on Text Mining Theory and Applications from Foremost Researchers in the Field Giving a broad perspective of the field from numerous vantage points, Text Mining: Classification, Clustering, and Applications focuses on statistical methods for text mining and analysis. It examines methods to automatically cluster and classify text documents and applies these methods in a variety of areas, including adaptive information filtering, information distillation, and text search. *
Dimitrova, V. et al. ed.
Artificial Intelligence in Education
IOS Press 2009.6
856 pp.(H)
ISBN 1-60750-028-0
30,600円
Contents
1.Keynote Speaker Abstracts/ 2.Affect, Metacognition and Motivation/ 3.Intelligent Games and Exploratory Learning Environments/ 4.Natural Language Processing/ 5.Knowledge Representation and Ontological Modeling/ 6.Learning Process and Modeling/ 7.Modeling Learners and Learning Processes/ 8.Collaboration, Social Dimensions and Communities/ 9.Ill-defined Domains and Socio-cultural Dimensions/ 10.Intelligent Scaffolding/ 11.Data Mining and Machine Learning/ 12.Domain-specific AIED Applications/ 13.Posters/ 14.Young Researcher's Track & Doctoral Consortium Abstracts/ 15.Interactive Events Summaries/ 16.Workshop Summaries/ Index/
* This publication covers papers presented at AIED2009. AIED2009 is part of an ongoing series of biennial international conferences for top quality research in intelligent systems and cognitive science for educational computing applications. *
Thuraisingham, B. et al.
Design and Implementation of Data Mining Tools
Auerbach 2009.6
272 pp.(H)
ISBN 1-4200-4590-3
10,600円
Contents
1. Data Mining Techniques and Applications/ 2. Data Mining Tool for Intrusion Detection/ 3. Data Mining Tool for Web Page Surfing Prediction/ 4. Data Mining Tool for Image Classification/ Appendix/ Index/
* Focusing on three applications of data mining, Design and Implementation of Data Mining Tools explains how to create and employ systems and tools for intrusion detection, Web page surfing prediction, and image classification. Mainly based on the authorsown research work, the book takes a practical approach to the subject. *
Putnik, G. D. & Cunha, M. M. ed.
Encyclopedia of Networked and Virtual Organizations (3 Volumes set)
Idea Group Pub. 2008.
2060 pp.(H) * 3 Volumes set
ISBN 1-59904-885-X
120,000円
Contents
1.A European Virtual Enterprise on Collaborative Data Mining and Decision Support/ 2.A Fuzzy Multi-Agents System for Combinatorial Optimization/ 3.A quantum real-time metric for NVO's/ 4.A Virtual Community for Mobile Agents/ 5.A Virtual University - The Open University of Catalonia/ 6.Actor-Network Theory - a short review/ 7.Agent-Based Network Infrastructures for E-communities/ 8.Agent-facilitated Virtual Marketplace for Airline Ticketing/ 9.Agile Holonic Network Organization/ 10.Ambiguity and Group Consensus/ 11.Better Interoperability in Smart Organizations/ 12.BM_VE Architecture Reference Model for Concurrent Engineering/ 13.Broker's Direct Cost and Time Variables and Expressions/ 14.Building Trust in Globally Distributed Teams/ 15.Bumerang a P2P collaborative network in an academic environment/ 16.Business Ecosystem/ 17.Business Process Modification Management/ 18.Business-to-business networks/ 19.Campus IS: a framework for networked universities/ 20.Capacity Building in SME Tourism Networks/ 21.Challenges of VO Inheritance/ 22.Characterizing E-Learning Networked Environments/ 23.Children with special needs as a virtual community/ 24.Classes of Collaborative Networks/ 25.Clustering Analysis of Networked Organizations/ 26.Collaboration based on web services/ 27.Collaborative Alliance for CIM Implementation in SMEs/ 28.Conjoint Added Value Generation in Collaborative Business Processes/ 29.Collaborative Development Environments/ 30.Collaborative Development within Open Source Communities/ 31.Collaborative Networks and Virtual Support Enterprises/ 32.Collaborative Performance Measurement/ 33.Collaborative Tools Characterization and Classification/ 34.Collaborative Work Learning in Higher Education/ 35.Collaborative Working in an ISP Environment/ 36.Collective Intelligence/ 37.Comparing ZigBee, Bluetooth, UWB and Wi-Fi/ 38.Competency Concept in VO Breeding Environments (VBEs)/ 39.Computer Networking of Cyber Caf in Delta State, Nigeria/ 40.Concept of Collaboration/ 41.Context-Awareness in Pervasive Environments/ 42.Conversational Pragmatics and Learning within VO/ 43.Cooperative interaction in the virtual education/ 44.Corruption and Networking/ 45.Costs, Benefits and Risks of e-Government Portals/ 46.Creativity in Virtual Teams: exploring Environmental Factors/ 47.Critical Sucess Factors and Core Competencies/ 48.Cross-Cultural Learning Objects (XCLOs)/ 49.Cross-organizational Business Processes/ 50.Customizing Multimedia and Collaborative Virtual Environments/ 51.Cybercells for Virtual Teaching and Learning/ 52.Design and the Virtual Organization/ 53.Designing Contracts for Business Networks/ 54.Designing VO - Agent-based approach/ 55.Development of a University Networking Project/ 56.Dialectical Discourse Management through On-line Collaboration/ 57.Distance Education - The Experience with Environmental Sciences/ 58.Distributed Work Arrangements supporting organizational needs/ 59.e-Cat - Partners Profiling and Competency Management Tool/ 60.E-commerce applications & tools improve customer relations/ 61.Economic Development Alliances/ 62.e-Government Integration and Information Sharing/ 63.e-Learning Tool for Regional Development/ 64.e-Markets as Meta-Enterprise Information System/ 65.Enterprise Cost/Benefit Risk Analysis Using FMEA/ 66.Environments for VE Integration the Market of Resources/ 67.e-Portfolio and Pedagogical Change for Virtual University/ 68.ePortfolios in Teacher Education/ 69.Evaluating Organisational Readiness for Virtual Collaboration/ 70.Evaluating Processes and Performance in Virtual Teams/ 71.Evaluating Virtual Organisational Preparedness/ 72.e-Voting - Key Concepts and Protocols/ 73.Existence and Discovery of Communities in the WWW/ 74.Experimenting with Collaborative Techniques in Customer Involvement/ 75.Extended Enterprise integration vs. Market B2B integration/ 76.Extent of Network Effects and Social Interaction Effects/ 77.ExtraPlanT - The Multi-Agent System for Extra-Enterprise Collaboration/ 78.Fair Distribution of Collaboration Benefits The Shapley value/ 79.Fine-Grained Data Security in Virtual Organizations/ 80.Flexible working alternatives: from telework to e-work/ 81.Formal Modeling and Verification of Virtual Community Systems/ 82.Galois Lattice quantum model for NVO's/ 83.Geography of the Information Society/ 84.Grid Computing for Social Science/ 85.Guidelines for Deploying a Knowledge Management System/ 86.Human Factors for Networked and Virtual Organizations/ 87.Human-integrated Assist System for Intelligence Operators/ 88.Improving User Satisfaction in VO Through Systems Usability/ 89.Industrial Web Portal for Remote Supervisory Control/ 90.Industry and Academia Networks/ 91.Information Disasters in Networked Organizations/ 92.Intangible Value - Analysis, Valuation and Disclosure/ 93.Interaction in Corporate Learning/ 94.Inter-organizational systems and power - a case study/ 95.Keiretso of Toyota - a structural analysis/ 96.Knowledge Blogs in Firm Internal Use/ 97.Knowledge Communities and Inter-organizational Networks/ 98.Knowledge Transfer and Sharing in Globally Distributed Teams/ 99.Knowledge Transfer in G2G Endeavors/ 100.Knowledge-based E-learning in Virtual Enterprises/ 101.Learning Object Evaluation/ 102.Learning Reflection and Creativity in Online Game Communities/ 103.Link Analysis Ranking - a survey/ 104.Local Networks in Global Markets/ 105.Localization, Culture and Global Communication/ 106.Logistic Models for Symbiosis, Predator-Prey and Competition/ 107.Long Term Contracts in the Cell Phone Industry/ 108.Making sense and use of boundaries in NVOs/ 109.Management of A Virtualization of Construction Management Services Company/ 110.Management of Distributed Project Teams in Networks/ 111.Managing the Dynamic Reconfiguration of Enterprises/ 112.Market of Resource Supporting Technologies/ 113.Market of Resources Opportunities Domain/ 114.Market Of Resources A Cost and Effort Model/ 115.Market Of Resources for Healthcare Teleservices Management/ 116.Market of Resources for Virtual Enterprise Integration/ 117.Measures of Network Structure/ 118.Meta-Analysis to Research on Virtual Team Performance/ 119.Mobile Virtual Communities/ 120.Mobile Virtual Communities of Commuters/ 121.Mobile VoIP: A Managerial Perspective/ 122.Morphology and Entropy in Networks/ 123.Multi-criteria Partner Selection in Virtual Organizations/ 124.Mutual Value in Business Relationships/ 125.Nature Inspired Cooperative Strategies for Optimization/ 126.Navigation @ the Internet Front Line - some Comments/ 127.Negotiation Support Systems, Team Negotiations and VO/ 128.Net-enabled Connectivity - Trends and Future Directions/ 129.Network Effects/ 130.Network Effects and Market Outcomes/ 131.Network Innovativeness: a new perspective for innovation/ 132.Network of Intelligent Agents/ 133.Networked Memex based on Personal Digital Library/ 134.Networks and Industrial Clusters/ 135.Networks of Excellence as Virtual Communities/ 136.New Computer Network paradigms and Virtual Organizations/ 137.Older People, the Internet and Virtual Communities/ 138.Online Communication and Social Engagement/ 139.Online Corporate Collaborative Teams/ 140.Ontologies for Collaborative Networked Organizations/ 141.Ontology and Expertise Map Building in VO - The case of VRL-KCiP/ 142.Open Source Communities - key concepts and definitions/ 143.Optimizing Paths with Random Parameters Distributions/ 144.Outsourcing and Strategic Outsourcing/ 145.Outsourcing: scale and dynamics/ 146.Pair Modeling/ 147.Participatory Geographic Information Systems/ 148.Peer-to-Peer Methods for Operating System Security/ 149.People and information security - what's the problem?/ 150.Perception of VO realiability/ 151.Performance Analysis and Modells of Web Traffic/ 152.Performance Analysis of Multimedia Traffic/ 153.Performance Analysis of Peer-to-peer Traffic/ 154.Performance Measurement of Computer Networks/ 155.Pervasive and Grid Computing Merging/ 156.PMA supplier selection using the Mahalanobis Taguchi System/ 157.Post-Modern Tribes as a marketing tool/ 158.Pricing Quality of Service in DiffServ IP Networks/ 159.Process Management Methodology/ 160.Processes of Innovation in Beira Interior/ 161.Project Management in Innovation Networks/ 162.ProPlant: A Multi-Agent Technology for Decision Making Support/ 163.Public Grid Computing Projects Survey and Analysis/ 164.Public Private Networks/ 165.Purchasing an integrated competence/ 166.QoS Provisioning Framework in IP-based VPN/ 167.Quality Learning Object Instructional Design/ 168.Reconfiguration of Communities in Cyberspace/ 169.Reflective Ba and Refractive Ma in Cross Cultural Learning/ 170.Relatonic - a key concept for networked organizations/ 171.Revision of the Bullwhip Effect/ 172.Risk Management in Enterprise Networking/ 173.RSS in Virtual Organizations/ 174.Secure Collaborative Learning Practices and Mobile Technology/ 175.Self Modelling Knowledge Networks/ 176.Semantic e-Business - Challenges and Directions/ 177.Sense of Virtual Community - a critical success factor?/ 178.Service Oriented Architectures and ESB applied in VE Integration/ 179.Sharing Knowledge in Virtual Communities/ 180.SNA for Investigating Large Scientfic Research Project/ 181.SOA for Business Process Management/ 182.Social Interaction Effects/ 183.Social Knowledge in Multi-agent Systems/ 184.Social Network Analysis for Virtual Communities/ 185.Social Networks through Entrepreneurial mindset/ 186.Socio-Semantic Web for Sharing Knowledge/ 187.Software Agents and Contracting/ 188.Software Quality in Open Source Software Ecosystems/ 189.Spatial Autocorrelation and Association Measures/ 190.Strategic Decision Making in Global Supply Networks/ 191.Strategic QCD Studies with Affiliated and Non-affiliated Suppliers Utilizing New JIT/ 192.Strategies for Virtual Work/ 193.Strategies for Virtual Organizations/ 194.Student teacher Collaborative Community/ 195.Supply Chain Integration in Construction Industry/ 196.Synchronous and Asynchronous Communication Systems/ 197.Synchronous Collaboration and Instruction/ 198.Taxonomy of Broker's Functions in Virtual Enterprises/ 199.Technology Change and Online Community Development/ 200.Technology in Distance Learning/ 201.Telework and Data Privacy and Security/ 202.The Agile and Virtual University/ 203.The digital divide in education in the knowledge society/ 204.The Innovative Production Machines and Systems Network of Excellence/ 205.The ISSAAC Model of Virtual Organization/ 206.The Living Labs Approach/ 207.The New Process of Work/ 208.The NGO Forum - A case of a Networked Organization/ 209.The Quality of Service issue in Networked Virtual Environments/ 210.The role of emotions in e-learning: an exploratory analysis/ 211.The Role of Trust in Web Services Security: A Case Study/ 212.The Thematic Based Group Communication/ 213.The Value Creation Process in Networked Organizations/ 214.Tools for collaborative Business Process Modeling/ 215.Tourism Networks and Clusters/ 216.Training Techniques for Developing Trust in Virtual Teams/ 217.Training to Improve Trust in Virtual Teams/ 218.Trust and its Impersonal Nature/n 219.Trust as a Building Block of Cooperation in Virtual Organizations: a Survey/ 220.Trust in Networks and Clusters/ 221.Trust in Virtual Communities/ 222.Tutoring & mentoring online/ 223.Understanding Virtual Community of Gamers/ 224.Using Annotations for Information Sharing in a Networked Community/ 225.Using view process models in collaborative business processes/ 226.Via Nova Academy - A collaborative Networked Organization/ 227.Virtual Community and Online Game Players/ 228.Virtual Community of Learning Object Repository/ 229.Virtual Enterprise Environments for Scientific Experiments/ 230.Virtual Informatics Museum/ 231.Virtual Knowledge-building communities/ 232.Virtual Laboratory of Mathematics Education/ 233.Virtual Libraries - concept, function and where to find them/ 234.Virtual Logistics from Outsourcing Logistics/ 235.Virtual modelling and prototyping in collaborative product design/ 236.Virtual Organizations Management/ 237.Virtual Organizations in Commercial Games/ 238.Virtual Repository Development in Canada/ 239.Virtual Universities - Concepts, Issues and Challenges/ 240.Virtual Universities - How they have evolved/ 241.Virtuality among Construction Management Services Companies/ 242.VO as an alternative to hierarchy in the Dutch Police Sector/ 243.VO Breeding Environments Value System and Metrics/ 244.Web Engineering Overview: a historical perspective/ 245.Web Services to Develop B2B Virtual Enterprises/ 246.Web-Based Business Reporting in Virtual Enterprises/ 247.Web-based English writing courses for graduate students/ 248.Wireless Sensor Networks: Basic Concepts/ 249.XBRL in Business Reporting/ Index/
* The virtual enterprise as a new organizational paradigm has three fundamental features: dynamics of network reconfiguration, virtuality, and external entities as environments for enabling or supporting the virtual enterprise integration as well as reconfiguration dynamics. The field of knowledge on this topic is highly fragmented due to the inexistence of a transfer of knowledge between regions, developers, and researchers. The Encyclopedia of Networked and Virtual Organizations documents 249 of the most relevant contributions authored by over 400 of the world's leading experts to the introduction of networked, dynamic, agile, and virtual organizational models; definitions; taxonomies; opportunities; and reference models and architectures. These volumes pool the existing works, approaches, solutions, and needs of the virtual enterprise research community to create a repository of the main developments regarding the virtual organization, compiling definitions, characteristics, comparisons, advantages, practices, enabling technologies, and best practices. *
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