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Affect detection: An interdisciplinary review of models, methods, and their applications
This survey describes recent progress in the field of Affective Computing (AC), with a focus
on affect detection. Although many AC researchers have traditionally attempted to remain …
on affect detection. Although many AC researchers have traditionally attempted to remain …
Automated analysis of essays and open-ended verbal responses.
AC Graesser, DS McNamara - 2012 - psycnet.apa.org
One approach to analyzing psychological mechanisms is to perform qualitative and
quantitative assessments of verbal content. Interviews, essays, and answers to open-ended …
quantitative assessments of verbal content. Interviews, essays, and answers to open-ended …
Emotional biologically inspired cognitive architecture
AV Samsonovich - Biologically inspired cognitive architectures, 2013 - Elsevier
Human-like artificial emotional intelligence is vital for integration of future robots into the
human society. This work introduces a general framework for representation and processing …
human society. This work introduces a general framework for representation and processing …
Language and discourse are powerful signals of student emotions during tutoring
SK D'Mello, A Graesser - IEEE Transactions on Learning …, 2012 - ieeexplore.ieee.org
We explored the possibility of predicting student emotions (boredom, flow/engagement,
confusion, and frustration) by analyzing the text of student and tutor dialogues during …
confusion, and frustration) by analyzing the text of student and tutor dialogues during …
Principal semantic components of language and the measurement of meaning
AV Samsonovic, GA Ascoli - PloS one, 2010 - journals.plos.org
Metric systems for semantics, or semantic cognitive maps, are allocations of words or other
representations in a metric space based on their meaning. Existing methods for semantic …
representations in a metric space based on their meaning. Existing methods for semantic …
Toward a semantic general theory of everything
AV Samsonovich, RF Goldin, GA Ascoli - Complexity, 2010 - Wiley Online Library
The notion of a universal semantic cognitive map is introduced as a general indexing space
for semantics, useful to reduce semantic relations to geometric and topological relations. As …
for semantics, useful to reduce semantic relations to geometric and topological relations. As …
Inherent dimension of the affective space: Analysis using electromyography and machine learning
IM Gadzhiev, MP Knyshenko, SA Dolenko… - Cognitive Systems …, 2023 - Elsevier
Among dimensional models of emotions, two-and three-dimensional are most popular, while
the true dimension of affective space is a matter of debates. Here we study the inherent …
the true dimension of affective space is a matter of debates. Here we study the inherent …
Schema formalism for the common model of cognition
AV Samsonovich - Biologically inspired cognitive architectures, 2018 - Elsevier
Abstract Common Model of Cognition (CMC) is a collective attempt to develop a consensus
on cognitive architectures. The model needs to be extended to include components and …
on cognitive architectures. The model needs to be extended to include components and …
Cognitive constructor: an intelligent tutoring system based on a biologically inspired cognitive architecture (BICA)
AV Samsonovich, KA De Jong… - Frontiers in Artificial …, 2008 - books.google.com
Significant progress can be made in the part of elementary school education that relies on
intelligent tutoring systems (ITS), if the role of a referee and a peer advisor will be performed …
intelligent tutoring systems (ITS), if the role of a referee and a peer advisor will be performed …
Augmenting weak semantic cognitive maps with an “abstractness” dimension
AV Samsonovich, GA Ascoli - Computational intelligence and …, 2013 - Wiley Online Library
The emergent consensus on dimensional models of sentiment, appraisal, emotions, and
values is on the semantics of the principal dimensions, typically interpreted as valence …
values is on the semantics of the principal dimensions, typically interpreted as valence …