NDLI: Multimodal recognition of personality traits in social interactions

Please wait, while we are loading the content...

Manipulating trigonometric expressions encodedthrough electro-tactile signals

Role recognition in multiparty recordings using social affiliation networks and discrete distributions

VoiceLabel: using speech to label mobile sensor data

Designing context-aware multimodal virtual environments

Crossmodal congruence: the look, feel and sound of touchscreen widgets

AcceleSpell, a gestural interactive game to learn and practice finger spelling

Multimodal presentation and browsing of music

Investigating automatic dominance estimation in groups from visual attention and speaking activity

A realtime multimodal system for analyzing group meetings by combining face pose tracking and speaker diarization

Natural interfaces in the field: the case of pen and paper

Multimodal system evaluation using modality efficiency and synergy metrics

Audiovisual laughter detection based on temporal features

The babbleTunes system: talk to your ipod!

A high-performance dual-wizard infrastructure for designing speech, pen, and multimodal interfaces

MultiML: a general purpose representation language for multimodal human utterances

A multi-modal spoken dialog system for interactive TV

An audio-haptic interface based on auditory depth cues

Dynamic modality weighting for multi-stream hmms inaudio-visual speech recognition

Designing and evaluating multimodal interaction for mobile contexts

Audiovisual 3d rendering as a tool for multimodal interfaces

Effectiveness and usability of an online help agent embodied as a talking head

Predicting two facets of social verticality in meetings from five-minute time slices and nonverbal cues

Evaluating talking heads for smart home systems

The WAMI toolkit for developing, deploying, and evaluating web-accessible multimodal interfaces

Deducing the visual focus of attention from head pose estimation in dynamic multi-view meeting scenarios

Multimodal slideshow: demonstration of the openinterface interaction development environment

Detection and localization of 3d audio-visual objects using unsupervised clustering

A Fitts Law comparison of eye tracking and manual input in the selection of visual targets

Automated sip detection in naturally-evoked video

Interaction techniques for the analysis of complex data on high-resolution displays

Multimodal recognition of personality traits in social interactions

Perception of dynamic audiotactile feedback to gesture input

A three-dimensional characterization space of software components for rapidly developing multimodal interfaces

Context-based recognition during human interactions: automatic feature selection and encoding dictionary

A browser-based multimodal interaction system

Robust gesture processing for multimodal interaction

A Wizard of Oz study for an AR multimodal interface

Perception of low-amplitude haptic stimuli when biking

Social signals, their function, and automatic analysis: a survey

An integrative recognition method for speech and gestures

IGlasses: an automatic wearable speech supplementin face-to-face communication and classroom situations

TactiMote: a tactile remote control for navigating in long lists

As go the feet...: on the estimation of attentional focus from stance

Innovative interfaces in MonAMI: the reminder

The DIRAC AWEAR audio-visual platform for detection of unexpected and incongruent events

Knowledge and data flow architecture for reference processing in multimodal dialog systems

PHANTOM prototype: exploring the potential for learning with multimodal features in dentistry

Smoothing human-robot speech interactions by using a blinking-light as subtle expression

The CAVA corpus: synchronised stereoscopic and binaural datasets with head movements

Feel-good touch: finding the most pleasant tactile feedback for a mobile touch screen button

Towards a minimalist multimodal dialogue framework using recursive MVC pattern

Embodied conversational agents for voice-biometric interfaces

Explorative studies on multimodal interaction in a PDA- and desktop-based scenario

Multimodal recognition of personality traits in social interactions

Content Provider	ACM Digital Library
Author	Mana, Nadia Cappelletti, Alessandro Pianesi, Fabio Zancanaro, Massimo Lepri, Bruno
Abstract	This paper targets the automatic detection of personality traits in a meeting environment by means of audio and visual features; information about the relational context is captured by means of acoustic features designed to that purpose. Two personality traits are considered: Extraversion (from the Big Five) and the Locus of Control. The classification task is applied to thin slices of behaviour, in the form of 1-minute sequences. SVM were used to test the performances of several training and testing instance setups, including a restricted set of audio features obtained through feature selection. The outcomes improve considerably over existing results, provide evidence about the feasibility of the multimodal analysis of personality, the role of social context, and pave the way to further studies addressing different features setups and/or targeting different personality traits.
Starting Page	53
Ending Page	60
Page Count	8
File Format	PDF
ISBN	9781605581989
DOI	10.1145/1452392.1452404
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2008-10-20
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Support vector machines Group interaction Intelligent environments Personality modeling
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Automatic detection of group functional roles in face to face interactions

Automatic prediction of individual performance from "thin slices" of social behavior

Automatic Recognition of Personality Traits: A Multimodal Approach

Using the influence model to recognize functional roles in meetings

Automatic modeling of personality states in small group interactions

Multimodal, Multi-user and Adaptive Interaction for Interactive Storytelling Applications

Classification of emotional content of sighs in dyadic human interactions

Predicting Personality Traits using Multimodal Information

Multimodal Analysis of Impressions and Personality in Human-Computer and Human-Robot Interactions

Multimodal recognition of personality traits in social interactions

Similar Documents

Automatic detection of group functional roles in face to face interactions

Automatic prediction of individual performance from "thin slices" of social behavior

Automatic Recognition of Personality Traits: A Multimodal Approach

Using the influence model to recognize functional roles in meetings

Automatic modeling of personality states in small group interactions

Multimodal, Multi-user and Adaptive Interaction for Interactive Storytelling Applications

Classification of emotional content of sighs in dyadic human interactions

Predicting Personality Traits using Multimodal Information

Multimodal Analysis of Impressions and Personality in Human-Computer and Human-Robot Interactions

Multimodal recognition of personality traits in social interactions