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Design and implementation of embodied conversational agents

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TitleInfo
Title
Design and implementation of embodied conversational agents
Name (type = personal)
NamePart (type = family)
Geraci
NamePart (type = given)
Fernando
NamePart (type = date)
1985-
DisplayForm
Fernando Geraci
Role
RoleTerm (authority = RULIB)
author
Name (type = personal)
NamePart (type = family)
Kapadia
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Mubbasir
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Mubbasir Kapadia
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Advisory Committee
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chair
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Bekris
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Kostas
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Kostas Bekris
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Advisory Committee
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internal member
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Aanjaneya
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Mridul
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Mridul Aanjaneya
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Advisory Committee
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internal member
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Rutgers University
Role
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degree grantor
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NamePart
School of Graduate Studies
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school
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Text
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theses
OriginInfo
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2019
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2019-05
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2019
Language
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English
Abstract (type = abstract)
In less than a decade, virtual assistants had established themselves as very handy natively included components of the main commercial consumer systems available. These, expand both the applications and challenges of human-machine interaction, sparkling many solution to some well researched and new problems. Virtual agents are a manifest of how artificial intelligence is making its way into improving the regular consumer's experience, productivity, and how this, is gradually becoming an essential part of people's life. However, there is are still big gaps in those available today, in terms of the quality of the actual human-machine interaction. These agents are not fully prepared to understand the nature of actual human communication and conversation. This process not only involves understanding natural language utterances and following commands, but true conversation is achieved by also capturing information from facial expressions and body language, to finally assign a semantic meaning, in context of it all. This introduces a new layer of complexity in terms of how perception is handled, signals are processed, interleaved and analyzed, for then elicit coherent and proper behaviors and responses. This work will display the design and implementation, of a virtual modular intelligent agent. We expand the boundaries of simple unilateral communication, to a more robust, engaging, believable and meaningful interaction. This is achieved by enabling the agent to complement the basic speech input with voice emotion, facial expressions recognition, and smarter natural language parsing and generation. Finally, we demonstrate, with the presented implementation, how this agent raises the standard for human-machine communication, and how artificially intelligent agents can work in a multi-input model of complex signals in order to elicit meaningful and compelling behaviors in more natural interactions. Moreover, as opposed to other smart agents, this learns, remembers and pro-actively communicates with a complex set of coherent behaviors.
Subject (authority = local)
Topic
Simulation
Subject (authority = RUETD)
Topic
Computer Science
Subject (authority = LCSH)
Topic
Intelligent agents (Computer software) -- Design
RelatedItem (type = host)
TitleInfo
Title
Rutgers University Electronic Theses and Dissertations
Identifier (type = RULIB)
ETD
Identifier
ETD_9601
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application/pdf
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text/xml
Extent
1 online resource (ix, 69 pages) : illustrations
Note (type = degree)
M.S.
Note (type = bibliography)
Includes bibliographical references
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Title
School of Graduate Studies Electronic Theses and Dissertations
Identifier (type = local)
rucore10001600001
Location
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NjNbRU
Identifier (type = doi)
doi:10.7282/t3-3wbz-9431
Genre (authority = ExL-Esploro)
ETD graduate
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Rights

RightsDeclaration (ID = rulibRdec0006)
The author owns the copyright to this work.
RightsHolder (type = personal)
Name
FamilyName
Geraci
GivenName
Fernando
Role
Copyright Holder
RightsEvent
Type
Permission or license
DateTime (encoding = w3cdtf); (qualifier = exact); (point = start)
2019-03-22 23:33:24
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Name
Fernando Geraci
Role
Copyright holder
Affiliation
Rutgers University. School of Graduate Studies
AssociatedObject
Type
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Author Agreement License
Detail
I hereby grant to the Rutgers University Libraries and to my school the non-exclusive right to archive, reproduce and distribute my thesis or dissertation, in whole or in part, and/or my abstract, in whole or in part, in and from an electronic format, subject to the release date subsequently stipulated in this submittal form and approved by my school. I represent and stipulate that the thesis or dissertation and its abstract are my original work, that they do not infringe or violate any rights of others, and that I make these grants as the sole owner of the rights to my thesis or dissertation and its abstract. I represent that I have obtained written permissions, when necessary, from the owner(s) of each third party copyrighted matter to be included in my thesis or dissertation and will supply copies of such upon request by my school. I acknowledge that RU ETD and my school will not distribute my thesis or dissertation or its abstract if, in their reasonable judgment, they believe all such rights have not been secured. I acknowledge that I retain ownership rights to the copyright of my work. I also retain the right to use all or part of this thesis or dissertation in future works, such as articles or books.
Copyright
Status
Copyright protected
Availability
Status
Open
Reason
Permission or license
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Technical

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windows xp
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1.5
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2019-03-25T21:20:05
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2019-03-25T21:20:05
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