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Natural Language Processing: Concepts, Methodologies, Tools, and Applications 3 Volumes [Kõva köide]

  • Formaat: Hardback, 1700 pages, kõrgus x laius: 279x216 mm, kaal: 1333 g
  • Ilmumisaeg: 01-Nov-2019
  • Kirjastus: Business Science Reference
  • ISBN-10: 179980951X
  • ISBN-13: 9781799809517
  • Formaat: Hardback, 1700 pages, kõrgus x laius: 279x216 mm, kaal: 1333 g
  • Ilmumisaeg: 01-Nov-2019
  • Kirjastus: Business Science Reference
  • ISBN-10: 179980951X
  • ISBN-13: 9781799809517
As technology continues to become more sophisticated, a computer's ability to understand, interpret, and manipulate natural language is also accelerating. Persistent research in the field of natural language processing enables an understanding of the world around us, in addition to opportunities for manmade computing to mirror natural language processes that have existed for centuries.

Natural Language Processing: Concepts, Methodologies, Tools, and Applications is a vital reference source on the latest concepts, processes, and techniques for communication between computers and humans. Highlighting a range of topics such as machine learning, computational linguistics, and semantic analysis, this multi-volume book is ideally designed for computer engineers, computer and software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the latest trends in the field of natural language processing.
Preface xxi
Volume I
Section 1 Fundamental Concepts and Theories
Chapter 1 Background Review for Neural Trust and Multi-Agent System
1(22)
Gehao Lu
Joan Lu
Chapter 2 Applications of AI in Financial System
23(8)
Santosh Kumar
Roopali Sharma
Chapter 3 Aspect-Based Sentiment Analysis of Online Product Reviews
31(18)
Vinod Kumar Mishra
Himanshu Tiruwa
Section 2 Development and Design Methodologies
Chapter 4 Compliance with International Soft Law: Is the Adoption of Soft Law Predictable?
49(16)
Michael D'Rosario
John Zeleznikow
Chapter 5 Predicting Credit Rating Migration Employing Neural Network Models
65(18)
Michael D'Rosario
Calvin Hsieh
Chapter 6 A Thorough Insight into Theoretical and Practical Developments in MultiAgent Systems
83(29)
Dimple Juneja
Aarti Singh
Rashmi Singh
Saurabh Mukherjee
Chapter 7 A Hybrid Intelligent Risk Identification Model for Configuration Management in Aerospace Systems
112(27)
Jose Nava
Alejandro Osorio
Chapter 8 Smart Grid and Demand Side Management: Application of Metaheuristic and Artificial Intelligence Algorithms
139(21)
Alper Ozpinar
Eralp Ozil,
Chapter 9 Society of Agents: A Framework for Multi-Agent Collaborative Problem Solving
160(24)
Steven Walczak
Chapter 10 Applying Optoelectronic Devices Fusion in Machine Vision: Spatial Coordinate Measurement
184(30)
Wendy Flores-Fuentes
Moises Rivas-Lopez
Daniel Hernandez-Balbuena
Oleg Sergiyenko
Julio C. Rodriguez-Quilionez
Javier Rivera-Castillo
Lars Lindner
Luis C. Basaca-Preciado
Chapter 11 Play in the Museum: Design and Development of a Game-Based Learning Exhibit for Informal Science Education
214(18)
Jonathan P. Rowe
Eleni V. Lobene
Bradford W. Mott
James C. Lester
Chapter 12 Using Physics Inspired Wave Agents in a Virtual Environment: Longitudinal Distance Control in Robots Platoon
232(16)
Baudouin Dafflon,
Maxime Gueriau
Franck Gechter
Chapter 13 A Geometric Dynamic Temporal Reasoning Method with Tags for Cognitive Systems
248(18)
Rui Xu
Zhaoyu Li
Pingyuan Cui
Shengying Zhu
Ai Gao
Chapter 14 Artificial Intelligence for the Identification of Endometrial Malignancies: Application of the Learning Vector Quantizer
266(14)
Abraham Pouliakis
Niki Margari
Effrosyni Karakitsou
Evangelia Alamapou
Nikolaos Koureas
George Chrelias
Vasileios Sioulas
Asimakis Pappas
Charalambos Chrelias
Emmanouil G. Terzakis
Vasileia Damaskou
Ioannis G. Panayiotides
Petros Karakitsos
Chapter 15 Expanding Bloom's Two-Sigma Tutoring Theory Using Intelligent Agents: Application to Management Education
280(22)
Owen P. Hall Jr
Chapter 16 A User-Aware and Semantic Approach for Enterprise Search
302(20)
Giacomo Cabri
Riccardo Martoglia
Chapter 17 Use of Chaotic Randomness Numbers: Metaheuristic and Artificial Intelligence Algorithms
322(21)
Alper Ozpinar
Emel Seyma Kucukasci
Chapter 18 The Media-Sphere as Dream Researching the Contextual Unconscious of Collectives
343(29)
Stephen Brock Schafer
Chapter 19 On the Use of Bayesian Network in Crime Suspect Modelling and Legal Decision Support
372(22)
O.E. Isafiade
A.B. Bagula
S. Berman
Chapter 20 Information Extraction for Call for Paper
394(16)
Laurent Issertial
Hiroshi Tsuji
Chapter 21 Word Sense Based Hindi-Tamil Statistical Machine Translation
410(12)
Vimal Kumar K.
Divakar Yadav
Chapter 22 Exploiting Chi Square Method for Sentiment Analysis of Product Reviews
422(18)
Nilesh M. Shelke
Shrinivas P. Deshpande
Chapter 23 Business Applications of Deep Learning
440(24)
Armando Vieira
Section 3 Tools and Technologies
Chapter 24 Agreement Technologies for Conflict Resolution
464(21)
Vicente Julian
Victor Sanchez-Anguix
Stella Heras
Carlos Carrascosa
Chapter 25 Virtual Soar-Agent Implementations: Examples, Issues, and Speculations
485(24)
Jeremy Owen Turner
Chapter 26 Applications of PNC in Artificial Intelligence
509(30)
Dariusz Jacek Jakobczak
Chapter 27 Fair Use Defences During Copyright Litigation: Is the Success of a Fair Use Defence Strategy Predictable?
539(22)
Michael D'Rosario
Volume II
Chapter 28 A Graphical Tool for the Creation of Behaviors in Virtual Worlds
561(23)
Andrea Corradini
Manish Mehta
Chapter 29 Contour Reconstruction: 2D Object Modeling
584(35)
Dariusz Jacek Jakobczak
Chapter 30 Statistical Features for Extractive Automatic Text Summarization
619(19)
Yogesh Kumar Meena
Dinesh Gopalani
Chapter 31 Improving Collaborative Filtering Algorithms: Sentiment-based Approach in Social Network
638(20)
Firas Ben Kharrat
Aymen Elkhleifi
Rim Faiz
Chapter 32 Knowledge-Based Support to the Treatment of Exceptions in Computer Interpretable Clinical Guidelines
658(30)
Alessio Bottrighi
Giorgio Leonardi
Luca Piovesan
Paolo Terenziani
Chapter 33 Statistical Relational Learning for Collaborative Filtering a State-of-the-Art Review
688(20)
Lediona Nishani
Marenglen Biba
Chapter 34 An Artificial Intelligence-Based Vehicular System Simulator
708(14)
Marvin T. Chan
Jonathan T. Chan
Christine Chan
Craig Gelowitz
Chapter 35 A Novel Architecture for Learner-Centric Curriculum Sequencing in Adaptive Intelligent Tutoring System
722(21)
Ninni Singh
Neelu Jyothi Ahuja
Amit Kumar
Chapter 36 Designing a Socially Open Narrative Generation System
743(27)
Taisuke Akimoto
Takashi Ogata
Chapter 37 Conceptual Graphs Based Approach for Subjective Answers Evaluation
770(21)
Goonjan Jain
D.K. Lobiyal
Chapter 38 Wild Architecture: Explaining Cognition via Self-Sustaining Systems
791(17)
Vincent T. Cialdella
Emilio J.C. Lobato
J. Scott Jordan
Chapter 39 Predictive Analysis of Emotions for Improving Customer Services
808(10)
Vinay Kumar Jain
Shishir Kumar
Chapter 40 A Fuzzy Logic Based Synonym Resolution Approach for Automated Information Retrieval
818(20)
Mamta Kathuria
Chander Kumar Nagpal
Neelam Duhan
Section 4 Utilization and Applications
Chapter 41 Finding the Semantic Relationship Between Wikipedia Articles Based on a Useful Entry Relationship
838(22)
Lin-Chih Chen
Chapter 42 Co-Designing Participatory Tools for a New Age: A Proposal for Combining Collective and Artificial Intelligences
860(18)
Jose Luis Fernandez-Martinez
Maite Lopez-Scinchez
Juan Antonio Rodriguez Aguilar
Dionisio Sanchez Rubio
Berenice Zambrano Nemegyei
Chapter 43 Exploring the Conceptual Nature of e-Business Projects
878(34)
Benjamin Matthies
Andre Coners
Chapter 44 Three-Dimensional Virtual Environment and NPC: A Perspective about Intelligent Agents Ubiquitous
912(27)
Fabricio Herpich
Felipe Becker Nunes
Gleizer Bierhalz Voss
Roseclea Duarte Medina
Chapter 45 Modelling Propagation of Public Opinions on Microblogging Big Data Using Sentiment Analysis and Compartmental Models
939(18)
Youjia Fang
Xin Chen
Zheng Song
Tianzi Wang
Yang Cao
Chapter 46 Artificial Intelligence in Stochastic Multiple-Criteria Decision Making
957(26)
Hanna Sawicka
Chapter 47 Trends of Educational Informatics in Latin America
983(8)
Man A. Gomez
Manuel F. Caro
Angela M. Solano
Yina M. Vega
Chapter 48 Patient Data De-Identification: A Conditional Random-Field-Based Supervised Approach
991(20)
Shweta Yadav
Asif Ekbal
Sriparna Saha
Parth S. Pathak
Pushpak Bhattacharyya
Chapter 49 Neural Network Model for Semantic Analysis of Sanskrit Text
1011(15)
Smita Selot
Neeta Tripathi
A.S. Zadgaonkar
Chapter 50 Probabilistic Nodes Combination (PNC): Formulas and Examples
1026(32)
Dariusz Jacek Jakobczak
Chapter 51 Can Computers Create Comics and Animations?
1058(27)
Miki Ueno
Kiyohito Fukuda
Naoki Mori
Chapter 52 A Novel Approach to Managing the Dynamic Nature of Semantic Relatedness
1085(30)
Youngseok Choi
Jungsuk Oh
Jinsoo Park
Volume III
Chapter 53 Emotion Mining Using Semantic Similarity
1115(24)
Rafiya Jan
Afaq Alam Khan
Chapter 54 Development of Part of Speech Tagger for Assamese Using HMM
1139(10)
Surjya Kanta Daimary
Vishal Goyal
Madhumita Barbora
Umrinderpal Singh
Chapter 55 A Survey on Supervised Convolutional Neural Network and Its Major Applications
1149(13)
D.T. Mane
U.V. Kulkarni
Chapter 56 From Citizens to Decision-Makers: A Natural Language Processing Approach in Citizens' Participation
1162(16)
Eya Boukchina
Sehl Mellouli
Emna Menif
Chapter 57 Logs Analysis of Adapted Pedagogical Scenarios Generated by a Simulation Serious Game Architecture
1178(21)
Sophie Callies
Mathieu Gravel
Eric Beaudry
Josianne Basque
Chapter 58 A Study of the State of the Art in Synthetic Emotional Intelligence in Affective Computing
1199(15)
Syeda Erfana Zohora
A.M. Khan
Arvind K. Srivastava
Nhu Gia Nguyen
Nilanjan Dey
Section 5 Organizational and Social Implications
Chapter 59 Eventuality of an Apartheid State of Things: An Ethical Perspective on the Internet of Things
1214(18)
Sahil Sholla
Roohie Naaz Mir
Mohammad Ahsan Chishti
Chapter 60 Security Solutions for Intelligent and Complex Systems
1232(40)
Stuart Armstrong
Roman V. Yampolskiy
Chapter 61 Homo-di-fict: Creations Turn Against Humanity in South Park Town
1272(14)
Filiz Erdokan Tukran
Aytac Hakan Tukran
Chapter 62 The Internet of Things and Beyond: Rise of the Non-Human Actors
1286(12)
Arthur Tatnall
Bill Davey
Chapter 63 The Rise of Artificial Intelligence: Its Impact on Labor Market and Beyond
1298(16)
Robert Niewiadomski
Dennis Anderson
Chapter 64 Realistic Simulation of Cultural Heritage
1314(34)
Chairi Kiourt
George Pavlidis
Anestis Koutsoudis
Dimitris Kalles
Chapter 65 Enhanced Virtual Reality Experience in Personalised Virtual Museums
1348(19)
Chairi Kiourt
Anestis Koutsoudis
Dimitris Kalles
Chapter 66 High Performance Computing of Possible Minds
1367(12)
Soenke Ziesche
Roman V. Yampolskiy
Chapter 67 Data Extrapolation via Curve Modeling in Analyzing Risk: Value Anticipation for Decision Making
1379(29)
Dariusz Jacek Jakobczak
Chapter 68 Training Infrastructure to Participate in Real Life Institutions: Learning through Virtual Worlds
1408(28)
Pablo Almajano
Maite Lopez-Sanchez
Inmaculada Rodriguez
Anna Puig
Maria Salamil Llorente
Mireia Ribera
Chapter 69 Semantic Search Exploiting Formal Concept Analysis, Rough Sets, and Wikipedia
1436(23)
Yuncheng Jiang
Mingxuan Yang
Chapter 70 The Rise of the Virtual Human
1459(30)
Wendy A. Powell
Natalie Corbett
Vaughan Powell
Chapter 71 How Games Improve Language in People With Language Dysfunctions
1489(18)
Robert Wahlstedt
Section 6 Critical Issues and Challenges
Chapter 72 Research on Human Cognition for Biologically Inspired Developments: Human-Robot Interaction by Biomimetic AI
1507(26)
Marko Wehle
Alexandra Weidemann
Ivo Wilhelm Boblan
Chapter 73 How to Identify Rheumatic Diseases by General Physicians
1533(31)
Eduardo C. Contreras
Gustavo J. Puente
Chapter 74 Social Implications of Big Data and Fog Computing
1564(57)
Jeremy Horne
Section 7 Emerging Trends
Chapter 75 State of the Art Recommendation Approaches: Their Issues and Future Research Direction in E-Learning A Survey
1621(31)
Bhupesh Rawat
Sanjay K. Dwivedi
Chapter 76 Combining Artificial Intelligence and NetMedicine for Ambient Assisted Living: A Distributed BDI-based Expert System
1652(15)
Paolo Sernani
Andrea Claudi
Aldo Franco Dragoni
Chapter 77 An Imagination of Organizations in the Future: Rethinking McKinsey's 7S Model
1667(19)
Oya Zincir
Aycegul Ozbebek Tunc
Chapter 78 Events Automatic Extraction from Arabic Texts
1686
Emna Hkiri
Souheyl Mallat
Mounir Zrigui
Index xxiv