Limit search to available items
Record 24 of 196
Previous Record Next Record
Book Cover
E-book
Author ICCCI (Conference) (12th : 2020 : Online)

Title Computational collective intelligence : 12th international conference, ICCCI 2020 Da Nang, Vietnam, November 30-December 3, 2020 proceedings / Ngoc Thanh Nguyen, Bao Hung Hoang, Cong Phap Huynh, Dosam Hwang, Bogdan Trawiński, Gottfried Vossen (eds.)
Published Cham, Switzerland : Springer, 2020

Copies

Description 1 online resource
Series Lecture Notes in Computer Science ; 12496
Lecture notes in artificial intelligence
LNCS sublibrary, SL 7, Artificial intelligence
Lecture notes in computer science ; 12496.
Lecture notes in computer science. Lecture notes in artificial intelligence.
LNCS sublibrary. SL 7, Artificial intelligence.
Contents Intro -- Preface -- Organization -- Contents -- Knowledge Engineering and Semantic Web -- Towards a Holistic Schema Matching Approach Designed for Large-Scale Schemas -- 1 Introduction -- 2 Related Work -- 3 Problem Statement -- 4 The HMO Approach -- 4.1 Overlaps and Distinctions Generator -- 4.2 Schema Overlaps Matcher -- 4.3 Distinct Elements Matcher -- 5 Experimental Results -- 5.1 Experimental Settings -- 5.2 Results and Discussion -- 6 Conclusion and Future Work -- References -- Overcoming Local Optima for Determining 2-Optimality Consensus for Collectives -- 1 Introduction
2 Related Work -- 3 Basic Notions -- 4 Proposed Approach -- 5 Experiments and Evaluation -- 5.1 Consensus Quality -- 5.2 Running Time -- 6 Conclusions -- References -- Fundamentals of Generalized and Extended Graph-Based Structural Modeling -- 1 Introduction -- 2 Formal Definitions -- 3 Extended Graph Generalization Abstract Syntax -- 4 Extended Graph Generalization Features -- 5 Extended Graph Generalization Semantics -- 6 Extended Graph Generalization Concrete Syntax -- 6.1 Extended Graph Generalization Diagram Example -- 7 A Social Network Model Example Expressed in the EGG Categories
8 Conclusions -- References -- Social Networks and Recommender Systems -- Topic Diffusion Prediction on Bibliographic Network: New Approach with Combination Between External and Intrinsic Factors -- 1 Introduction -- 2 Preliminaries -- 2.1 Meta-Path -- 3 Proposed Approach -- 3.1 Supervised Learning for Topic Diffusion on Bibliographic Network -- 3.2 Activation Probability Feature -- 3.3 Author's Interest Feature -- 4 Experiments and Results -- 4.1 Experiments -- 4.2 Results -- 5 Conclusion and Future Work -- References
Detecting the Degree of Risk in Online Market Based on Satisfaction of Twitter Users -- 1 Introduction -- 2 Related Works -- 3 Research Problem -- 3.1 Definition of Tweet and Types of Tweet Sentiments -- 3.2 Definition of Different Types of User Satisfaction -- 3.3 Definition of Different Degrees of Risk -- 3.4 Research Question -- 4 Proposed Method -- 4.1 Feature Extraction -- 4.2 Tweet Sentiment Analysis -- 4.3 Determining the User Satisfaction, Dissatisfaction, and Hesitation -- 4.4 Calculating the Degree of Risk -- 5 Experiment -- 5.1 Data Acquisition -- 5.2 Evaluation Results
5.3 Results and Discussion -- 6 Conclusion and Future Work -- References -- Method of Detecting Bots on Social Media. A Literature Review -- 1 Introduction and Background -- 2 Type of Bots -- 3 Method of Detecting Social Bots -- 3.1 Social Media Giant Model -- 3.2 Experts-Approach -- 3.3 Collective Intelligence-Approach -- 3.4 Machine Learning Model -- 3.5 Hybrid Method -- 3.6 Graphical Modeling to Detect Bots -- 3.7 Behavioral Based-Model -- 4 Discussion and Open Challenges -- 5 Conclusions and Future Directions -- References
Summary This volume constitutes the refereed proceedings of the 12th International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November 2020.* The 70 full papers presented were carefully reviewed and selected from 314 submissions. The papers are grouped in topical sections on: knowledge engineering and semantic web; social networks and recommender systems; collective decision-making; applications of collective intelligence; data mining methods and applications; machine learning methods; deep learning and applications for industry 4.0; computer vision techniques; biosensors and biometric techniques; innovations in intelligent systems; natural language processing; low resource languages processing; computational collective intelligence and natural language processing; computational intelligence for multimedia understanding; and intelligent processing of multimedia in web systems. *The conference was held virtually due to the COVID-19 pandemic
Notes International conference proceedings
"The conference was held virtually due to the COVID-19 pandemic."
Includes author index
Online resource; title from PDF title page (SpringerLink, viewed February 3, 2021)
Subject Expert systems (Computer science) -- Congresses
Intelligent agents (Computer software) -- Congresses
Artificial intelligence -- Congresses
Semantic Web -- Congresses
Human-computer interaction -- Congresses
Semantic Web
Intelligent agents (Computer software)
Human-computer interaction
Expert systems (Computer science)
Application software
Artificial intelligence
Computer networks
Computers
Optical data processing
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Nguyen, Ngoc Thanh (Computer scientist)
Hoang, Bao Hung
Huynh, Cong Phap
Hwang, Dosam.
Trawiński, Bogdan.
Vossen, Gottfried.
ISBN 9783030630072
3030630072
Other Titles ICCCI 2020