posted by organizer: banazir || 4574 views || tracked by 11 users: [display]

HINA 2016 : 4th IJCAI Workshop on Heterogeneous Information Network Analysis (HINA)

FacebookTwitterLinkedInGoogle

Link: http://bit.ly/IJCAI-HINA-2016
 
When Jul 9, 2016 - Jul 9, 2016
Where New York City, NY, USA
Abstract Registration Due May 9, 2016
Submission Deadline May 13, 2016
Notification Due May 20, 2016
Final Version Due May 30, 2016
Categories    artificial intelligence   link analysis   data science   social networks
 

Call For Papers

In recent years, interest in heterogeneous information network analysis (HINA) have led to advances in information propagation models, community detection, analysis of citation and collaboration networks, and recommender systems. Three previous workshops on HINA have focused on the convergence of methodologies for network modeling, incorporating representation of heterogeneity (especially author-item-author and author-item-venue-item-author networks), path analysis, frequent subgraph mining, 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:

• 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
• Path-based similarity measures and relationship extraction
• 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

(The first three of these are new topics not addressed in any previous HINA workshops.)

The emphasis of this workshop shall be approaches based on relationship extraction from heterogeneous sources including but not limited to: social media, social news, collaboration networks, and document collections.


IMPORTANT DATES:

Monday, May 09, 2016 (extended from April 18) - Abstract registration (optional)
Friday, May 06, 2016 (extended from April 22) - Full papers due
Friday, May 13, 2016 (extended from April 29) - Short papers due
Friday, May 20, 2016 - Acceptance notification
Monday, May 30, 2016 - Camera ready copy due
Saturday, July 9, 2016 - Monday, July 11, 2016 HINA workshop (half-day; exact date TBD)

Related Resources

IJCAI 2019   International Joint Conference on Artificial Intelligence
IJCAI 2018   International Joint Conferences on Artificial Intelligence Organization
ICML 2019   36th International Conference on Machine Learning
CAIP 2019   Computer Analysis of Images and Patterns
IEEE Mobile Cloud 2019   The Seventh IEEE International Conference on Mobile Cloud Computing, Services, and Engineering
ICDMML 2019   【ACM ICPS EI SCOPUS】2019 International Conference on Data Mining and Machine Learning
SPT-SN-IoT 2019   Special Issue Security, Privacy, and Trustworthiness of Sensor Networks and Internet of Things
TMA 2019   Network Traffic Measurement and Analysis Conference
IJWesT 2018   International Journal of Web & Semantic Technology
IJCNN 2019   International Joint Conference on Neural Network