3rd Workshop on Social Media for Personalization And Search (SoMePeAS 2019)
When : 2019-04-14
Where : Cologne, Germany
Submission Deadline : 2019-02-04
Categories : Data Mining , Humanities, Art and Social Studies , Machine Learning
http://somepeas.di.uniroma1.it/somepeas-ws2019.html
3rd Workshop on Social Media for Personalization And Search (SoMePeAS 2019)
Apr 14-19, 2019, Cologne, Germany
Scope & Topics
In order to improve the web experience of the users, classic personalization technologies (e.g., recommender systems) and search engines usually rely on static schemes. Indeed, users are allowed to express ratings in a fixed range of values for a given catalogue of products, or to express a query that usually returns the same set of webpages/products for all the users.
With the advent of social media, users have been allowed to create new content and to express opinions and preferences through likes and textual comments. Moreover, the social network itself can provide information on who influences whom. Being able to mine usage and collaboration patterns in social media and to analyze the content generated by the users opens new frontiers in the generation of personalization services and in the improvement of search engines. Moreover, recent technological advances, such as deep learning, are able to provide a context to the analyzed data. Even though social media platforms offer an abundance of data, recent regulations like the GDPR, limit the way in which personal data is collected, treated, and stored. Hence, users’ consent and privacy has become a prominent and timely issue.
Topics of Interest :
- Recommender systems
- Search and tagging
- Query expansion
- User modeling and profiling
- Advertising and ad targeting
- Content classification, categorization, and clustering
- Using social network features/community detection algorithms for personalization and search purposes
- Privacy-aware algorithms
Important Dates
| Submission Deadline | : | February 04, 2019 |
| Authors Notification | : | February 18, 2019 |
| Final Manuscript Due | : | March 09, 2019 |
User Name : austin
Posted 12-12-2018 on 22:28:50 AEDT