Empire 2014
EMPIRE 2014 - 2nd workshop on "Emotions and Personality in Personalized Services" http://empire2014.wordpress.com
in conjuction with UMAP 2014 (Aalborg, Denmark) http://www.um.org/umap2014/
Contents
ABSTRACT
The 2nd workshop on Emotions and Personality in Personalized Services will be organized in conjunction with the UMAP 2014 conference and will be held in Aalborg, Denmark.
Personality and emotions shape our daily lives by having a strong influence on our preferences, decisions and behaviour in general. Hence, personalized systems that want to adapt to end users need to be aware of the user’s personality and/or emotions to perform well. Affective factors may include longterm personality traits or shorterterm states ranging from ‘affect dispositions’, ‘attitudes’ (liking, loving, hating,…), ‘interpersonal stances’ (distant, cold, warm,…), ‘moods’ (cheerful, irritable, depressed,…) or ‘real emotions’.
Recently, there have been extensive studies on the role of personality on user preferences, gaming styles and learning styles. Furthermore, some studies showed that it is possible to extract personality information about a user without annoying questionnaires, by analyzing the publicly available user’s social media feeds. Also, the affective computing community has developed sophisticated techniques that allow for accurate and unobtrusive emotion detection. Generally, emotions can be used in personalized systems in two ways: (i) either to change the emotion (or mood, e.g. from a negative to a positive) or (ii) to sustain the current emotion (e.g. keep a user “charged” while doing sports). Recent studies showed that such information can be used in various personalized systems like emotionaware recommender systems.
The workshop will accept papers that discuss (i) aspects of personality and emotions acquisition (especially implicit methods, e.g. from social media), (ii) user modeling, (iii) adaptation strategies (e.g. to different learning styles, openness to diverse content etc.), (iv) scenarios/domains where emotions and personalities could be utilized effectively, (v) corpora, (vi) privacy issues, (vii) evaluation measures/strategies and other related topics.
TOPICS
- Adaptation strategies using affect and/or personality (e.g. to different learning styles, openness to diverse content etc.)
- Scenarios/domains where emotions and personality could be utilized effectively
- Privacy issues
- Evaluation measures/strategies
- Emotions as context
- Emotions in the decision-making process for recommender systems
- Role of personality on user similarities
- Emotion detection in recommended content consumption
- Emotion detection as non-invasive feedback
- Affective tagging of multimedia content and services
- Emotion-based evaluation metrics (satisfaction…)
- Lifestyle recommender systems
- Personality and mood for group decision making
- Incorporating personality and emotions in user models
- Datasets for affective modeling (collecting, available)
- Personality traits acquisition (explicit and implicit)
- Personality and interfaces/control/bubble-control
- Could interfaces/control/bubble-control be personalized based on personality traits
- Personality and users’ tasks/goals
- Social signal processing for personalized services
- Strategies for modeling emotions and personality
- Detecting triggers and causes of emotion
- Theories about the relationship between reasoning and affect, between decision-making and affect
- Methods for evaluating the utility of adaptation to affective factors
- Personality-based preference elicitation
SUBMISSION INSTRUCTIONS
We accept two kinds of submissions: (i) full papers (up to 12 pages) and (ii) short papers (up to 6 pages). Submissions should be made through the EasyChair conference system:
https://www.easychair.org/conferences/?conf=empire2014
and must adhere to the Springer LNCS format (http://www.springer.com/computer/lncs?SGWID=0-164-6-793341-0). All the submissions will be peer-reviewed. The accepted papers will be published in a CEUR-WS volume.
SPINOFF PUBLICATION
Authors may wish to consider submitting thoroughly extended versions of their manuscripts to the UMUAI Special Issue on Personality in Personalized Services ( http://www.umuai.org/news_on_journal.html ).
Further information can be found on the workshop’s web page http://empire2014.wordpress.com
IMPORTANT DATES
- April, 1, 2014 Paper submission deadline
- May, 1, 2014 Notification of acceptance
- To Be Announced Workshop day
ORGANIZING COMMITTEE
- Marko Tkalčič, Johannes Kepler University Linz, Austria / University of Ljubljana, Slovenia
- Berardina De Carolis, University of Bari Aldo Moro, Italy
- Marco de Gemmis, University of Bari Aldo Moro, Italy
- Ante Odić, Outfit7 (Slovenian subsidiary Ekipa2 d.o.o.), Ljubljana, Slovenia
- Andrej Košir, University of Ljubljana, Slovenia
PROGRAMME COMMITTEE
- Aleksander Valjamae, Linköping University, Sweden
- Alessandro Vinciarelli, Glasgow University, UK
- Floriana Grasso, Liverpool University, UK
- Francesco Ricci, Free University of Bolzano, Italy
- Giovanni Semeraro, Universita di Bari, Italy
- Ioannis Arapakis, Yahoo! BCN, Spain
- Ivan Cantador, Universidad Autónoma de Madrid, Spain
- Li Chen, Hong Kong Batist University
- Luca Chittaro, University of Udine, Italy
- Man Kwan Shan, National Chengchi University, China
- Maria Nunes, University of Sergipe, Brazil
- Matt Dennis, University of Aberdeen, UK
- Mehdi Elahi, Free University of Bolzano, Italy
- Mohammad Soleymani, Imperial College, UK
- Neal Lathia, Cambridge University, UK
- Olga Santos, UNED, Spain
- Oliver Brdizcka, PARC, USA
- Pasquale Lops, Universita di Bari, Italy
- Pearl Pu, EPFL, Switzerland
- Rong Hu, EPFL, Switzerland
- Sabine Graf, Athabasca University, Canada
- Stephen Fairclough, Liverpool John Moore University, UK
- Viviana Patti, University of Torino, Italy
- Yi-Hsuan (Eric) Yang, Academia Sinica, Taipei
