MAPTRAITS'14 — Mapping Personality Traits Challenge and Workshop 2014
The Mapping Personality Traits Challenge & Workshop (MAPTRAITS) series is a competition event aimed at the comparison of signal processing and machine learning methods for automatic visual, vocal and/or audio-visual analysis of traits and social dimensions. The MAPTRAITS'14 challenge aims to bring forth existing efforts and major accomplishments in modelling and analysis of personality and social traits in both discrete and continuous time and/or space, while focusing on current trends and pushing the state of the art in the field to new and novel future directions.
To take part in the Challenge and to access the Challenge data, the following EULA needs to be filled, printed, signed, scanned, and emailed.
Hatice Gunes, Queen Mary University of London, UK
Björn Schuller, Technische Universität München, Germany / Imperial College London, UK
Oya Celiktutan, Queen Mary University of London, UK
Evangelos Sariyanidi, Queen Mary University of London, UK
Florian Eyben, Technische Universität München, Germany
Challenge data released: 30 April, 2014
Baseline results: 30 May, 2014
Paper submission: 18 August, 2014
Notification: 1 September, 2014
Camera-ready submission: 15 September, 2014
Challenge and Workshop: 12 November, 2014
The MAPTRAITS Quantized Dataset consists of audio-visual interaction clips of 11 different subjects. These clips have been assessed by 6 raters along the
five dimensions of the BF model, namely, extraversion, agreeableness, conscientiousness, neuroticism, and openness, and the four additional dimensions of engagement,
facial attractiveness, vocal attractiveness, and likability. The dimensions were scored on a Likert scale with ten possible values, from strongly disagree to strongly agree,
mapped into the range from [1,10].
The MAPTRAITS Continuous Dataset has been created for continuous prediction of traits in time and in space. The raters used an annotation tool to view each clip and to continuously provide scores over time by scrolling a bar between 0 and 100. There are approximately 32-40 visual-only annotations per video for the five dimensions of BF model as well as engagement, likability and facial attractiveness, and 25 audio-visual annotations per video for agreeableness, conscientiousness, openness, engagement and vocal attractiveness dimensions.
In submitting a manuscript to this workshop, the authors acknowledge that no paper substantially similar in content has been submitted to another conference or workshop.
Manuscripts should be in the ACM ICMI paper format.
Authors should submit papers as a PDF file. Papers accepted for the workshop will be allocated the maximum length of 8 pages in the two-column ACM conference format.
MAPTRAITS’14 reviewing is double blind. Reviewing will be by members of the program committee. Each paper will receive at least two reviews. Acceptance will be based on relevance to the workshop, novelty, and technical quality. Submission and reviewing will be handled via EasyChair. Please submit your paper here.
The event is partially supported by the MAPTRAITS Project funded by the Engineering and Physical Sciences Research Council UK (EPSRC) (Grant Ref: EP/K017500/1).