数据库管理与信息检索
Information Processing & Management
Special Issue on Mining Social Influence and Actionable Insights from Social Networks
摘要截稿:
全文截稿: 2018-10-15
影响因子: 4.787
期刊难度:
CCF分类: B类
中科院JCR分区:
• 大类 : 计算机科学 - 1区
• 小类 : 计算机:信息系统 - 1区
• 小类 : 图书情报与档案管理 - 1区
Overview
We solicit original, unpublished and innovative research work on all aspects around, but not limited to, the following themes:
Predictive modeling based on social networks such as
o Box office prediction
o Election prediction
o Flu prediction
Product adaptation models with social networks such as
o Sale price prediction
o New product popularity prediction
o Brand popularity
o Business downfall prediction
User modeling and social networks including
o Predict users daily activities including recurring events
o User churn prediction
o Determining user similarities, trustworthiness and reliability
Social networks and information/knowledge dissemination
o Topic and trend prediction
o Prediction of information diffusion patterns
o Identification of causality and correlation between event/topics/communities
Social network analysis and measures
o Network topology
o Centrality measures
o Community detection
o Dynamic network models
o Diffusion models
Information diffusion modeling with social networks
o Information propagation and assimilation in social networks
o Sentiment diffusion in social networks
o Competitive intelligence from social networks
Social influence analysis on online social networks
o Systems and algorithms for discovering influential users
o Recommending influential users in online social networks
o Social influence maximization
o Modeling social networks and behavior for discovering influential users
o Discovering influencers for advertising and viral marketing in social networks
o Decision support systems and influencer discovering
Trust and reputation in social networks
Merging internal (proprietary) data with social data
Feature Engineering from Social Networks
Datasets and Evaluation methodologies for predictive modeling in social networks