Computational Data and Social Networks : 11th International Conference, CSoNet 2022, Virtual Event, December 5–7, 2022, Proceedings / edited by Thang N. Dinh, Minming Li.

Format:

Book

Contributor:

Dinh, Thang N., editor.

Li, Minming, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 13831

Language:

English

Subjects (All):

Application software.

Computer networks.

Data structures (Computer science).

Information theory.

Computer science--Mathematics.

Computer science.

Artificial intelligence.

Computers.

Computer and Information Systems Applications.

Computer Communication Networks.

Data Structures and Information Theory.

Mathematics of Computing.

Artificial Intelligence.

Computing Milieux.

Local Subjects:

Computer and Information Systems Applications.

Computer Communication Networks.

Data Structures and Information Theory.

Mathematics of Computing.

Artificial Intelligence.

Computing Milieux.

Physical Description:

1 online resource (313 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2023.

Summary:

This book constitutes the refereed proceedings of the 11th International Conference on Computational Data and Social Networks, CSoNet 2022, held as a Virtual Event, during December 5–7, 2022. The 17 full papers and 7 short papers included in this book were carefully reviewed and selected from 47 submissions. They were organized in topical sections as follows: Machine Learning and Prediction, Security and Blockchain, Fact-checking, Fake News, and Hate Speech, Network Analysis, Optimization.

Contents:

Machine Learning and Prediction

Incorporating Neighborhood Information and Sentence Embedding Similarity into a Repost Prediction Model in Social Media Networks

Driving factors of polarization on Twitter during protests against COVID19 mitigation measures in Vienna

Categorizing Memes about the Ukraine Conflict

Analyzing Scientometric Indicators of Journals and Chief Editors: A Case Study in Articial Intelligence (AI) Domain

Link Prediction of Complex Networks based on Local Path and Closeness Centrality

The influence of color on prices of abstract paintings

ELA: A Time-Series Forecasting Model for LinerShipping Based on EMD-LSTM and Attention

Knowledge transfer via word alignment and its application to Vietnamese POS tagging

A group clustering recommendation approach based on energy distance

Security and Blockchain

An Implementation and Evaluation of Layer 2 for Ethereum with zkRollup

Targeted Attack of the Air Transportation Network Global Component

Measuring Cryptocurrency Mining in Public Cloud Services: A Security Perspective

Do Content Management Systems Impact the Security of Free Content Websites?

Fact-checking, Fake News, and Hate Speech

BNnetXtreme: An enhanced methodology for Bangla fake news detection online

Heuristic Gradient Optimization Approach to Controlling Susceptibility to Manipulation in Online Social Networks

Identifying Targeted and Generalized Offensive Speech from Anti-Asian Social Media Conversations

US News and Social Media Framing around Vaping

Network Analysis

Social Network Analysis of the Caste-Based Reservation System in India

Structure, stability, persistence and entropy of stock networks during financial crises

A Community Detection Algorithm using Random Walk

Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations

Optimization

Competitive influence maximisation with nonlinear allocations

Frank Wolfe Algorithm for Nonmonotone One-sided Smooth Function Maximization Problem

Non-monotone $k$-submodular function maximization with individual size constraints

A Heuristic Algorithm for Student-Project Allocation Problem

Online File Caching on Multiple Caches in Latency-Sensitive Systems.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Dinh, Thang N. Computational Data and Social Networks

ISBN:

9783031263033

3031263030