posted by organizer: banazir || 1647 views || tracked by 3 users: [display]

IJCAI HINA 2017 : HINA 2017: 5th IJCAI Workshop on Heterogeneous Information Network Analysis (HINA)

FacebookTwitterLinkedInGoogle

Link: http://bit.ly/IJCAI-HINA-2017
 
When Aug 19, 2017 - Aug 25, 2017
Where Melbourne, Australia
Submission Deadline TBD
 

Call For Papers

In recent years, interest in heterogeneous information network analysis (HINA) has led to advances in information propagation and trust (news propagation, fake news, political influence, and viral memetics), crowdsourcing and marketing, bot detection, community modeling, analysis of citation networks, recommender systems, and other areas of social informatics. Four previous workshops on HINA have focused on transdisciplinary advances in network modeling, incorporating representation of heterogeneity, path analysis, frequent subgraph mining, community detection, and using learning and inference in graphical models of probability to capture important aspects of heterogeneous information networks.
Active research areas that are relevant to heterogeneous information networks include:

• Convergence of data science and social informatics: KDD/ICDM, ICWSM, SocInfo-relevant topics
• Social good, social influence, detection of malign uses of information networks: fake news, bots
• Metapath-based similarity measures and relationship extraction
• Models of information propagation across domains and social media
• Progressing beyond APA and APVPA models of citation networks
• Social sentiment analysis and topic models in HINA
• Community detection and formation modeling
• Applications to modeling of weblogs, social media, social networks, and the semantic web
• Trust networks, information sharing, and limitations of existing models
• Learning to rank in HINA
• Modeling of link types and relationship strength

Related Resources

IJCAI 2019   International Joint Conference on Artificial Intelligence
KDH 2019   4th International Workshop on Knowledge Discovery in Healthcare Data (KDH 2019)
KDH 2019   4th International Workshop on Knowledge Discovery in Healthcare Data (KDH 2019)
BOOM 2019   4th IJCAI International Workshop on Biomedical infOrmatics with Optimization and Machine learning (BOOM)
FinSBD-2019 Shared Task 2019   [IJCAI-2019] Call for participation: FinSBD-2019 Shared Task - Sentence Boundary Detection in PDF Noisy Text in the Financial Domain
AIxRoads 2019   A.I. at the Crossroads of NLP and Neuroscience (IJCAI workshop)
ARIAL@IJCAI 2019   3rd Workshop on AI for Aging, Rehabilitation and Independent Assisted Living
MLSPWiCSR 2019   IJCAI Workshop on Machine Learning for Signal Processing in Wireless Communications, Sensing and Radar
FL - IJCAI 2019   The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality
Journal Special Issue 2019   Machine Learning on Scientific Data and Information