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SoMePeAS 2017 : ECIR 2017 Workshop on “Social Media for Personalization And Search”

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Link: http://somepeas.di.uniroma1.it
 
When Apr 9, 2017 - Apr 9, 2017
Where Aberdeen, Scotland (UK)
Submission Deadline Dec 30, 2016
Notification Due Feb 11, 2017
Final Version Due Feb 25, 2017
Categories    social media   information retrieval   data mining   machine learning
 

Call For Papers

CALL FOR PAPERS
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 who. 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 (e.g., Google?s word2vec provides a vector representation of the words in a corpus, considering the context in which a word has been used).
Our workshop will solicit contributions in all topics related to employing social media for personalization and search purposes, focused (but not limited) to the following list:
- 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

IMPORTANT DATES
- Paper submission: December 30, 2016
- Notification of acceptance: February 11, 2017
- Camera-ready version: February 25, 2017
- Workshop date: April 9, 2017

TYPES OF CONTRIBUTIONS
We will consider three different submission types, all in the LNCS format: regular (12 pages), short (6 pages), and extended abstracts (2-4 pages).

Research and position papers (regular or short) should be clearly placed with respect to the state of the art and state the contribution of the proposal in the domain of application, even if presenting preliminary results. In particular, research papers should describe the methodology in detail, experiments should be repeatable, and a comparison with the existing approaches in the literature should be made where possible.
Position papers (short) should introduce novel point of views in the workshop topics or summarize the experience of a researcher or a group in the field.
Practice and experience reports (short) should present in detail the real-world scenarios in which social media is employed for personalization and search purposes.
Demo proposals (extended abstract) should present the details of a prototype or complete application that employs social media is employed for personalization and search purposes. The systems will be demonstrated to the workshop attendees.

The reviewing process will be coordinated by the organizers. Each paper will receive three reviews: two externals to the organizing committee and one internal. The external reviewers will be contacted according to their expertise in the paper topic.

PROCEEDINGS
All accepted papers will be made available on the workshop website together with the material generated during the meeting.
The SoMePeAS 2017 Workshop proceedings will also be available in the CEUR series, and indexed on DBLP and Scopus.
Authors of selected papers will be invited to submit an extended version in a journal special issue.

SUBMISSION GUIDELINES
All submission must be written in English and follow the ECIR paper guidelines (http://irsg.bcs.org/proceedings/ECIR_Draft_Guidelines.pdf). All papers must be formatted according to the LNCS format style (http://www.springer.com/computer/lncs?SGWID=0-164-6-793341-0).

Papers should be submitted in PDF format, electronically, using the EasyChair submission system, available at: https://easychair.org/conferences/?conf=somepeas2017

INVITED SPEAKER
TBC

CONTACTS
For general enquires regarding the workshop, send an email to: somepeas@di.uniroma1.it
Facebook page: https://www.facebook.com/somepeas/

ORGANIZERS
Ludovico Boratto (Eurecat, Spain)
Andreas Kaltenbrunner (Eurecat, Spain)
Giovanni Stilo (Sapienza University, Italy)

Related Resources

ICML 2017   34th International Conference on Machine Learning
ECIR 2017   European Conference on Information Retrieval
IJCAI 2017   International Joint Conference on Artificial Intelligence
ECIR 2016   European Conference on Information Retrieval
KDD 2017   Knowledge Discovery and Data Mining
SMAP 2017   12th International Workshop on Semantic and Social Media Adaptation and Personalization
ICWSM 2017   11th International AAAI Conference on Web and Social Media
ECML-PKDD 2017   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery
UMAP 2016   24th Conference on User Modeling, Adaptation and Personalization
MLDM 2017   Machine Learning and Data Mining in Pattern Recognition