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'''Robot emotion expression'''<br/> | '''Robot emotion expression'''<br/> | ||
Different papers provide an insight into the existing technology in the field of recognizing human emotion in HCI research.<ref>https://www.researchgate.net/publication/235328873_Dominance_and_valence_A_two-factor_model_for_emotion_in_HCI</ref> | Different papers provide an insight into the existing technology in the field of recognizing human emotion in HCI research.<ref>https://www.researchgate.net/publication/235328873_Dominance_and_valence_A_two-factor_model_for_emotion_in_HCI</ref> | ||
To do: | |||
Samenvatting voor ieder artikel van ongeveer 3 zinnen | |||
Met kleuren categorie indeling | |||
Categorieën toelichten waarom het als SOTA zin heeft voor ons project | |||
Categoria: | |||
Robot emotion expression | |||
Emotion recognition | |||
Assistive technology for elderly | |||
Dementia and Alzheimer’s | |||
Measuring tools | |||
Article 1: Affective computing for HCI | |||
Computing that relates to, arises from or deliberately influences emotion. The affective computing aims to reduce user frustration during an interaction. It enables machines to recognize meaningful patterns of such expression. It explains different types of communication (parallel vs. non-parallel). | |||
Article 2: Assistive social robots in elderly care a review | |||
Different social robots are discussed. Research is performed to test positive reactions of elderly to assistive social robots. The positive effects influence mood, loneliness and social connections to others. | |||
Article 3: Assistive technology in elderly care | |||
Different types of devices are discussed in order to track elderly at home to keep them safe. All sorts of assistive technologies to help elderly at home or at institutions, to alert others so they can help the elderly in need. Loss of privacy is taken into account. | |||
Article 4: Children, the elderly and interactive robots | |||
Robots as caregivers and as companions are discussed. The ethics of designing robots that promote the illusion of being able to form meaningful relationships with humans. | |||
Article 5: Dementia a global health priority | |||
Alzheimer’s disease is explained with its impacts. A framework to counter Alzheimer and dementia is elaborated. | |||
Article 6: Dominance and valence - a two factor model for emotion in HCI | |||
Social aspects of emotions is elaborated, together with the implementation to the human-computer interaction. A model is tested and accordingly a system is designed with the goal to give a means of affective input that can use for example emoticons. | |||
Article 7: Emotion in HCI | |||
Consists of a large elaboration on emotion, mood, effects of affect which yields performance and memory. Along with its causes and measurements. There is an interaction of affective design and HCI. | |||
Article 8: Emotion, physiology and expression | |||
Emotion-specific autonomic nervous system (ANS) activity was studied in elderly people who followed muscle-by-muscle instructions for constructing facial proto- | |||
types of emotional expressions and re-lived past emotional experiences. | |||
Article 9: Enhancing the therapeutic potential of hospital environments by increasing the personal control and emotional comfort of hospitalized patients. | |||
Emotional comfort was researched in patients that found themselves in a therapeutic state. It provides an understanding of the role of personal control in recovery and aspects of the hospital environment that impact on hospitalized patients’ feelings of personal control. | |||
Article 10: Functional changes in the activity of brain regions underlying emotion processing in the elderly. | |||
Evidence is provided for altered functional responses in brain regions subserving emotional behavior in elderly subjects during the perceptual processing of angry and fearful facial expressions, compared to youngsters. | |||
Article 11: Granny and the robots: ethical issues in robot care for the elderly | |||
Developments for robot applications for assisting elderly and their carers are discussed, in order to monitor their health and safety, and to provide companionship. | |||
Article 12: Is an entertainment robot useful in the care of elderly people with severe dementia | |||
Effectiveness of an entertainment robot in occupational robot is discussed. Robots as therapeutic tools are compared and discussed in order to comfort elderly with dementia. | |||
Article 13: Living with seal robots - its sociopsychological and physiological influences on the elderly at a care house | |||
A robotic seal (animal) is used for companion purposes for people in elderly homes. The positive effects on physical, psychological and social levels are shown. | |||
Article 14: Measuring affect in HCI - Going beyond the individual | |||
This paper draws attention to some of the difficulties in measuring affection in HCI, as well as serving the purpose of a forum for researchers to submit new techniques for affection measuring. Relevant links to existing methods. | |||
Article 15: PPAR - Graying of the global population | |||
Collection of evidence for the greying of the world’s population, with causes and consequences. Gives three challenges paired with the greying society. Shows relevance to project subject. | |||
Article 16: Use of social commitment robots in the care of elderly people with dementia | |||
Discussion of existing literature on social robots paired with care for elderly suffering from dementia, what contributions and cautions are bound to the use of these assistive robotic agents. Provides literature related to care of elderly with dementia | |||
Article 17: Working for health and growth investing in the workforce | |||
Indicates the importance of a healthy community to the efficiency and economics growth. Pointing out the goals of improving the healthcare system and how these improvements can be made. | |||
Article 18: Emotion recognition deficits in the elderly | |||
Report on how two studies show how elderly have difficulty recognizing anger and sadness when shown faces. The two studies provide methods for measuring the ability of emotion recognition in humans. | |||
Article 19: Emotion recognition in HCI | |||
provides a definition of several emotions and their relation to physical responses (breathing, facial expressions, etc.). Describes how a computer can track and analyze a face to compute the emotion the subject is in. | |||
Relates to the project in the sense that it provides an insight in how input data can be gathered, analyzed and used for the purpose of mimicking or mirroring by a robot. | |||
Article 20: A system for converting robot emotion into facial expressions | |||
Paper about the development of a system for emotion expression for a domestic robot, facial expressions in particular. | |||
Article 21: In your face robot! The influence of a character’s embodiment on how users perceive its emotional expressions | |||
Study about the effect of a robot’s expressions and physical appearance on the perception of said robot by a user. | |||
Article 22: Design and evaluation of emotion-display | |||
Describes the development, testing and evaluation of a robotic system that has 23 DoG for expressing realistic emotions through a humanoid face. | |||
Article 23: Design of the humanoid robot Kobian | |||
Research of capabilities in emotional expressions for robots. Study towards the development of KOBIAN; a humanoid robot capable of human-like emotional expressions. | |||
Article 24: Emotion interaction system for a service robot | |||
Provides a system for emotion interaction for service robots, which recognizes, analyzes and generation based on touch, voice and dialogue. The framework can be developed further to create a better system for service robots. | |||
Article 25: Whole body emotion expression for Kobian | |||
Experiments conducted in the setting of the KOBIAN project, where different ways of expressing emotions through the entire robot’s body are tested and evaluated. | |||
== Project setup == | == Project setup == |
Revision as of 12:39, 10 February 2019
0LAUK0 - 2018/2019 - Q3 - group 2
Group members
Name | Student ID |
---|---|
Koen Botermans | 0904507 |
Ruben Hendrix | 1236095 |
Jakob Limpens | 1019496 |
Iza Linders | 0945517 |
Eleonora Opstal | 0956340 |
Introduction
Problem Statement
We live in an ageing society, the number of elderly people is ever increasing (OECD, 2007) [1]. As a consequence, pressure on caregivers is also rising. Researching possibilities to alleviate this pressure by means of a robotic platform is what we are going to do in the following eight weeks. However this platform cannot be any platform since the emotional comfort is vital in medical environments (ANR, 2005) [2]. As a result our research will have as main focus the emotional response of elderly people in the presence of such a robotic agent. Except for the emotional response the dignity of this robotic platform will be assessed as well. Since our group is a multidisciplinary team this problem will be approached from both a technical perspective and a user centered perspective.
Initial ideas
Objectives
To get a better overview of what needs to be done to complete the project, we set ourselves a couple objectives:
System objectives:
- The system should be able to express emotions in a manner that is natural, non-ambiguous and clear.
- The system should behave like a human, without entering the uncanny valley.
Research objectives:
- We want to understand how elderly react to different facial emotions/designs expressed by a robot.
- We want to optimize the way that robots show emotions to elderly-users.
State of the Art
Different themes related to our project can be identified. They are listed here, together with the relevant papers that provide the stated information.
Robot emotion expression
Different papers provide an insight into the existing technology in the field of recognizing human emotion in HCI research.[3]
To do: Samenvatting voor ieder artikel van ongeveer 3 zinnen Met kleuren categorie indeling Categorieën toelichten waarom het als SOTA zin heeft voor ons project
Categoria: Robot emotion expression Emotion recognition Assistive technology for elderly Dementia and Alzheimer’s Measuring tools
Article 1: Affective computing for HCI
Computing that relates to, arises from or deliberately influences emotion. The affective computing aims to reduce user frustration during an interaction. It enables machines to recognize meaningful patterns of such expression. It explains different types of communication (parallel vs. non-parallel).
Article 2: Assistive social robots in elderly care a review Different social robots are discussed. Research is performed to test positive reactions of elderly to assistive social robots. The positive effects influence mood, loneliness and social connections to others.
Article 3: Assistive technology in elderly care Different types of devices are discussed in order to track elderly at home to keep them safe. All sorts of assistive technologies to help elderly at home or at institutions, to alert others so they can help the elderly in need. Loss of privacy is taken into account.
Article 4: Children, the elderly and interactive robots Robots as caregivers and as companions are discussed. The ethics of designing robots that promote the illusion of being able to form meaningful relationships with humans.
Article 5: Dementia a global health priority Alzheimer’s disease is explained with its impacts. A framework to counter Alzheimer and dementia is elaborated.
Article 6: Dominance and valence - a two factor model for emotion in HCI
Social aspects of emotions is elaborated, together with the implementation to the human-computer interaction. A model is tested and accordingly a system is designed with the goal to give a means of affective input that can use for example emoticons.
Article 7: Emotion in HCI
Consists of a large elaboration on emotion, mood, effects of affect which yields performance and memory. Along with its causes and measurements. There is an interaction of affective design and HCI.
Article 8: Emotion, physiology and expression Emotion-specific autonomic nervous system (ANS) activity was studied in elderly people who followed muscle-by-muscle instructions for constructing facial proto- types of emotional expressions and re-lived past emotional experiences.
Article 9: Enhancing the therapeutic potential of hospital environments by increasing the personal control and emotional comfort of hospitalized patients. Emotional comfort was researched in patients that found themselves in a therapeutic state. It provides an understanding of the role of personal control in recovery and aspects of the hospital environment that impact on hospitalized patients’ feelings of personal control.
Article 10: Functional changes in the activity of brain regions underlying emotion processing in the elderly. Evidence is provided for altered functional responses in brain regions subserving emotional behavior in elderly subjects during the perceptual processing of angry and fearful facial expressions, compared to youngsters.
Article 11: Granny and the robots: ethical issues in robot care for the elderly Developments for robot applications for assisting elderly and their carers are discussed, in order to monitor their health and safety, and to provide companionship.
Article 12: Is an entertainment robot useful in the care of elderly people with severe dementia Effectiveness of an entertainment robot in occupational robot is discussed. Robots as therapeutic tools are compared and discussed in order to comfort elderly with dementia.
Article 13: Living with seal robots - its sociopsychological and physiological influences on the elderly at a care house A robotic seal (animal) is used for companion purposes for people in elderly homes. The positive effects on physical, psychological and social levels are shown.
Article 14: Measuring affect in HCI - Going beyond the individual This paper draws attention to some of the difficulties in measuring affection in HCI, as well as serving the purpose of a forum for researchers to submit new techniques for affection measuring. Relevant links to existing methods.
Article 15: PPAR - Graying of the global population Collection of evidence for the greying of the world’s population, with causes and consequences. Gives three challenges paired with the greying society. Shows relevance to project subject.
Article 16: Use of social commitment robots in the care of elderly people with dementia Discussion of existing literature on social robots paired with care for elderly suffering from dementia, what contributions and cautions are bound to the use of these assistive robotic agents. Provides literature related to care of elderly with dementia
Article 17: Working for health and growth investing in the workforce Indicates the importance of a healthy community to the efficiency and economics growth. Pointing out the goals of improving the healthcare system and how these improvements can be made.
Article 18: Emotion recognition deficits in the elderly
Report on how two studies show how elderly have difficulty recognizing anger and sadness when shown faces. The two studies provide methods for measuring the ability of emotion recognition in humans.
Article 19: Emotion recognition in HCI
provides a definition of several emotions and their relation to physical responses (breathing, facial expressions, etc.). Describes how a computer can track and analyze a face to compute the emotion the subject is in.
Relates to the project in the sense that it provides an insight in how input data can be gathered, analyzed and used for the purpose of mimicking or mirroring by a robot.
Article 20: A system for converting robot emotion into facial expressions
Paper about the development of a system for emotion expression for a domestic robot, facial expressions in particular.
Article 21: In your face robot! The influence of a character’s embodiment on how users perceive its emotional expressions
Study about the effect of a robot’s expressions and physical appearance on the perception of said robot by a user.
Article 22: Design and evaluation of emotion-display
Describes the development, testing and evaluation of a robotic system that has 23 DoG for expressing realistic emotions through a humanoid face.
Article 23: Design of the humanoid robot Kobian
Research of capabilities in emotional expressions for robots. Study towards the development of KOBIAN; a humanoid robot capable of human-like emotional expressions.
Article 24: Emotion interaction system for a service robot Provides a system for emotion interaction for service robots, which recognizes, analyzes and generation based on touch, voice and dialogue. The framework can be developed further to create a better system for service robots.
Article 25: Whole body emotion expression for Kobian
Experiments conducted in the setting of the KOBIAN project, where different ways of expressing emotions through the entire robot’s body are tested and evaluated.
Project setup
Approach
Planning
The planning for our group can be viewed here
Milestones
Deliverables
At the end of this project period, these are the things we want to have completed to present:
- This wiki page
- A study report
- A prototype
USE aspects
Users
Society
Enterprise
Conclusion
Discussion
References
- ↑ https://www.oecd.org/newsroom/38528123.pdf OECD. (2007). Annual Report 2007. Paris: OECD Publishing.
- ↑ https://www.sciencedirect.com/science/article/pii/S0897189704000874 ANR. (2005). Applied Nursing Research 18 (2005) 22-28
- ↑ https://www.researchgate.net/publication/235328873_Dominance_and_valence_A_two-factor_model_for_emotion_in_HCI