The document summarizes work presented at the 2011 International Conference on Biomedical Ontology (ICBO) on developing an Emotion Ontology. It discusses the need for an ontology to facilitate analysis and aggregation of disparate affective science data across research disciplines. It presents the ontological classification of emotions, occurrents, dispositions, personality traits and their relationships. Components of emotion like appraisal processes, physiological responses and behaviors are also defined.
Towards an Ontology for Describing EmotionsRoberto García
The study of emotion in human beings has traditionally been a research interest area in disciplines such as psychology and sociology. The appearance of affective computing paradigm has made it possible to include findings from these disciplines in the development of affective interfaces. Still, there is a lack of applications that take emotion related aspects into account. This situation is mainly due to the great amount of proposed theoretical models and the complexity of human emotions. Besides, the importance that mobile computing area is acquiring has made necessary to bear context related aspects in mind. The proposal presented in this paper is based on a generic ontology for describing emotions and their detection and expression systems taking contextual and multimodal elements into account. The ontology is proposed as a way to develop a formal model that can be easily computerized. Moreover, it is based on a standard, the Web Ontology Language (OWL), which also makes ontologies easily shareable and extensible. Once formalized as an ontology, the knowledge about emotions is used in order to make computers more accessible, personalised and adapted to user needs.
Emotion detection from text using data mining and text miningSakthi Dasans
Emotion detection from text using data mining and text mining
Based on research paper published by Faculty of Engineering, The University of Tokushima at IEEE 2007 we build an intelligent system under the title Emotelligence on Text to recognize human emotion from textual contents.
i.e. if you give an input string , our system would possibly able to say the emotion behind that textual content.
Towards an Ontology for Describing EmotionsRoberto García
The study of emotion in human beings has traditionally been a research interest area in disciplines such as psychology and sociology. The appearance of affective computing paradigm has made it possible to include findings from these disciplines in the development of affective interfaces. Still, there is a lack of applications that take emotion related aspects into account. This situation is mainly due to the great amount of proposed theoretical models and the complexity of human emotions. Besides, the importance that mobile computing area is acquiring has made necessary to bear context related aspects in mind. The proposal presented in this paper is based on a generic ontology for describing emotions and their detection and expression systems taking contextual and multimodal elements into account. The ontology is proposed as a way to develop a formal model that can be easily computerized. Moreover, it is based on a standard, the Web Ontology Language (OWL), which also makes ontologies easily shareable and extensible. Once formalized as an ontology, the knowledge about emotions is used in order to make computers more accessible, personalised and adapted to user needs.
Emotion detection from text using data mining and text miningSakthi Dasans
Emotion detection from text using data mining and text mining
Based on research paper published by Faculty of Engineering, The University of Tokushima at IEEE 2007 we build an intelligent system under the title Emotelligence on Text to recognize human emotion from textual contents.
i.e. if you give an input string , our system would possibly able to say the emotion behind that textual content.
An Introduction to emotions from a neuropsychological perspective.
Presentation for talk at CBCS, Allahabad
(C) Sumitava Mukherjee
[smukh@cognobytes.com/ smukh@cbcs.ac.in
URL : http://people.cognobytes.com/smukh]
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Five basic Expression of Emotions listed in an ancient Chinese book are considered primary emotions by most of western theories. English has more then five hundred emotion related words, but some emotion words in other languages have no English equivalent. Similarly, other Cultures have no equivalent for some English emotion words.
Different species have evolved a variety of ways to communicate emotions. For human being, even movement and body positioning can convey a certain amount of emotional information. During conversation, leaning toward and looking directly at one another usually indicates liking, especially between members of opposite sex; leaning back and looking away tends to suggest boredom or hostility.
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· What physiological changes occur in the brain due to the stress response?
· What emotional and cognitive effects might occur due to this stressful situation?
· Would the above changes (physiological, cognitive, or emotional) be any different if the same stress were being experienced by a person of the opposite sex or someone much older or younger than you?
· If the situation continues, how might your physical health be affected?
· What three behavioral strategies would you implement to reduce the effects of this stressor? Describe each strategy. Explain how each behavior could cause changes in brain physiology (e.g., exercise can raise serotonin levels).
· If you were encouraging an adult client to make the above changes, what ethical considerations would you have to keep in mind? How would you address those ethical considerations?
In addition to citing the online course and the text, you are also required to cite a minimum of two scholarly sources. Please see the Academic Resources section under Course Home to use the Argosy University online library to find appropriate scholarly sources. For reputable web sources, look for .gov or .edu sites as opposed to .com sites. Please do not use Wikipedia.
Your paper should be double-spaced, in 12-point Times New Roman font, and with normal 1-inch margins; written in APA style; and free of typographical and grammatical errors. It should include a title page with a running head, an abstract, and a reference page. The body of the paper should be at least 6 pages in length
Stress hormones increase blood pressure and have various other effects on the body that might not be adaptive over long periods.
Selye proposed the concept of the general adaptation syndrome to account for the effect of stress on the body
Currently, there are two primary systems for the classification of psychological disorders—The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) (American Psychiatric Association, 2013), and The International Statistical Classification of Diseases and Related Health Problems (ICD) (World Health Organization, 1992).
Major depressive disorder is characterized by a lowering of mood, energy, and activity that results in significant distress or impairment in life. There is much research focusing on imbalances in the monoamine neurotransmitters (dopamine, norepinephrine, and serotonin) in people suffering from depressive disorders
In the brain, the amygdala and the anterior cingulate cortex show structural and functional abnormalities in people with depression.
Bipolar disorder is characterized by an extremely elevated mood with increases in activity and energy (manic phase) followed by an equally low mood with decreases in activity and energy (depressive phase), resulting in significant distress or imp ...
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Data integration is a perennial challenge facing large-scale data scientists. Bio-ontologies are useful in this endeavour as sources of synonyms and also for rules-based fuzzy integration pipelines.
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An Introduction to emotions from a neuropsychological perspective.
Presentation for talk at CBCS, Allahabad
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URL : http://people.cognobytes.com/smukh]
What Your Feelings Are Trying to Tell You”.pdfMariaAkram36
Five basic Expression of Emotions listed in an ancient Chinese book are considered primary emotions by most of western theories. English has more then five hundred emotion related words, but some emotion words in other languages have no English equivalent. Similarly, other Cultures have no equivalent for some English emotion words.
Different species have evolved a variety of ways to communicate emotions. For human being, even movement and body positioning can convey a certain amount of emotional information. During conversation, leaning toward and looking directly at one another usually indicates liking, especially between members of opposite sex; leaning back and looking away tends to suggest boredom or hostility.
Provide a 1-page description of a stressful event currently occurr.docxamrit47
Provide a 1-page description of a stressful event currently occurring in your life. Then, referring to information you learned throughout this course, address the following:
· What physiological changes occur in the brain due to the stress response?
· What emotional and cognitive effects might occur due to this stressful situation?
· Would the above changes (physiological, cognitive, or emotional) be any different if the same stress were being experienced by a person of the opposite sex or someone much older or younger than you?
· If the situation continues, how might your physical health be affected?
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· If you were encouraging an adult client to make the above changes, what ethical considerations would you have to keep in mind? How would you address those ethical considerations?
In addition to citing the online course and the text, you are also required to cite a minimum of two scholarly sources. Please see the Academic Resources section under Course Home to use the Argosy University online library to find appropriate scholarly sources. For reputable web sources, look for .gov or .edu sites as opposed to .com sites. Please do not use Wikipedia.
Your paper should be double-spaced, in 12-point Times New Roman font, and with normal 1-inch margins; written in APA style; and free of typographical and grammatical errors. It should include a title page with a running head, an abstract, and a reference page. The body of the paper should be at least 6 pages in length
Stress hormones increase blood pressure and have various other effects on the body that might not be adaptive over long periods.
Selye proposed the concept of the general adaptation syndrome to account for the effect of stress on the body
Currently, there are two primary systems for the classification of psychological disorders—The Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) (American Psychiatric Association, 2013), and The International Statistical Classification of Diseases and Related Health Problems (ICD) (World Health Organization, 1992).
Major depressive disorder is characterized by a lowering of mood, energy, and activity that results in significant distress or impairment in life. There is much research focusing on imbalances in the monoamine neurotransmitters (dopamine, norepinephrine, and serotonin) in people suffering from depressive disorders
In the brain, the amygdala and the anterior cingulate cortex show structural and functional abnormalities in people with depression.
Bipolar disorder is characterized by an extremely elevated mood with increases in activity and energy (manic phase) followed by an equally low mood with decreases in activity and energy (depressive phase), resulting in significant distress or imp ...
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The emotion ontology: enabling interdisciplinary research in the affective sciences
1. ICBO, Buffalo, July 2011
Dispositions and Processes
in the Emotion Ontology
Janna Hastings 1,2
Werner Ceusters 3
Barry Smith 4
Kevin Mulligan 2
1 European Bioinformatics Institute, UK
2 Swiss Centre for Affective Sciences, University of Geneva, Switzerland
3 Department of Psychiatry and Ontology Research Group,
University at Buffalo, NY, USA
4 Department of Philosophy and National Center for Ontological Research,
University at Buffalo, NY, USA
2. e·mo·tion
an intense mental state
a strong feeling
a (physical) moving, stirring, agitation
an affective state
Friday, July 29, 2011 2
3. Affective science
The interdisciplinary study of:
emotional functioning, regulation,
expression, and physiological markers
affective disorders such as bipolar,
depression and schizoaffective disorder
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 3
4. Ontologies facilitate analysis of
research results across disciplines
Complex statistical analyses depend on
principled aggregation of disparate data
Friday, July 29, 2011 4
6. The Emotion Ontology
is a community-wide, shared
disambiguated
reference ontology
for the domain of affective science
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 6
8. Ambiguity in emotion language
John is angry (right now)
John is angry with Mary
John is an angry person
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 8
9. Emotion occurrent
An emotion occurrent is a processual emotion in
which a person participates over a specific time
period
A person undergoes or is the subject of the
emotion; he emotes
This terminology leaves open what the person
feels or is aware of
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 9
10. Emotion disposition
An emotion disposition is a disposition
to undergo emotion occurrents
if the right circumstances obtain
Friday, July 29, 2011 10
11. Emotional personality trait
An emotional personality trait is a stable
enduring characteristic of a person
which involves a predisposition (i.e. a
disposition which gives rise to an increased risk)
to undergo emotions of a particular sort, both
occurrents and dispositions.
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 11
12. Basic Formal Ontology
and Mental Function Ontology
BFO:Entity
BFO
BFO:Continuant BFO:Occurrent MFO
BFO:Independent BFO:Dependent BFO:Process
Continuant Continuant
Bodily Process
Organism BFO:Disposition
Cognitive
Representation
BFO:Quality
Mental Functioning Mental Process
Related Anatomical
Structure Behaviour
inducing state Affective
Representation
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 12
13. Emotions are componential processes
caused by appraisals
emotion =def
An episode of interrelated, synchronized changes
in the states of all or most of the five organismic
subsystems
in response to the evaluation of an external or
internal stimulus event as relevant to major
concerns of the organism
Friday, July 29, 2011 image credit: Sabrina Campagna 13
14. Appraisal
(CNS) Mary’s I feel
behaviour ANGRY
hurt me
Subjective
feeling (CNS)
I want to
Action
tendencies PUNCH Behaviour (SNS)
(CNS) something
Physiological response
(CNS, NES, ANS)
An emotion occurrent is a mental process
that is a synchronized complex of constituent mental and physical
processes including an appraisal process as part, and which gives rise to
an action tendency. At least one appraisal precedes the other
components of the emotion, while it or others continue throughout the
emotion occurrent and guide the process.
Friday, July 29, 2011 14
15. Processes
An appraisal process is a mental process that gives
rise to an appraisal
A physiological response to emotion process is a
bodily process which encompasses all the
neurophysiological changes caused by the emotion
An emotional behavioural process is the behaviour
of the organism in response to the emotion, which
includes the characteristic facial expressions for
particular emotion types
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 15
16. Mental representations
An appraisal is a cognitive representation which
represents an evaluation of the relevance of
some triggering object or event to the organism
The subjective emotional feeling is an affective
representation, that is, a representation that
the organism has about its own affect
Friday, July 29, 2011 Image credit: EPFL Blue Brain 16
17. Dispositions
Emotional action tendencies are dispositions to
behaviour which inhere in an organism
by virtue of the physical changes brought about
by an emotion process
Friday, July 29, 2011 The Emotion Ontology (ICBO 2011) 17
18. BFO:Entity BFO
MFO
BFO:Continuant BFO:Occurrent MFO-EM
BFO:Independent BFO:Dependent
Continuant Continuant BFO:Process
Organism BFO:Disposition Bodily Process
Physiological
Response to
Emotion Process
Mental Process
Cognitive
inheres_in
Representation
Appraisal
Process
Emotional Action
Tendencies Affective is_output_of
Representation Appraisal
Emotional
Behavioural Process
Subjective
Emotional Feeling
has_part
agent_of
Emotion Occurrent
19. Get involved!
emotion-ontology@googlegroups.com
Friday, July 29, 2011 Image credit: David Shankbone 19
20. Acknowledgements
Thanks
Colin Batchelor (RSC), Damiano Costa (UNIGE)
Funding
Swiss National Science Foundation
(NCCR Affective Sciences)
US National Institutes of Health
(Roadmap Grant 1 U 54 HG004028)
Friday, July 29, 2011 20