Dealing with out of domain questions in virtual characters
We consider the problem of designing virtual characters that support speech-based interactions in a limited domain. Previously we have shown that classification can be an effective and robust tool for selecting appropriate in-domain responses. In this paper, we consider the problem of dealing with o...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Tagungsbericht |
| Sprache: | eng |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| container_end_page | 131 |
|---|---|
| container_issue | |
| container_start_page | 121 |
| container_title | |
| container_volume | |
| creator | Patel, Ronakkumar Leuski, Anton Traum, David |
| description | We consider the problem of designing virtual characters that support speech-based interactions in a limited domain. Previously we have shown that classification can be an effective and robust tool for selecting appropriate in-domain responses. In this paper, we consider the problem of dealing with out-of-domain user questions. We introduce a taxonomy of out-of-domain response types. We consider three classification architectures for selecting the most appropriate out-of-domain responses. We evaluate these architectures and show that they significantly improve the quality of the response selection making the user’s interaction with the virtual character more natural and engaging. |
| doi_str_mv | 10.1007/11821830_10 |
| format | Conference Proceeding |
| fullrecord | <record><control><sourceid>pascalfrancis_acm_b</sourceid><recordid>TN_cdi_pascalfrancis_primary_19183241</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>19183241</sourcerecordid><originalsourceid>FETCH-LOGICAL-a283t-db08941dc73c141c7a3147cd5d4c85aa0afe3913f2d6355c617c304838cfbfc93</originalsourceid><addsrcrecordid>eNqN0D1PwzAQBmDzJVFKJ_5ABhhACvhyTuywofIpVWKB2bo4cWtIE7BTEP8eoyLBgsQtp9P76IaXsQPgp8C5PANQGSjkGvgG28NccJR5KfJNNoICIEUU5dZPgHKbjTjyLC2lwF02CeGJx0FQghcjdn7ZUOu6efLuhkXSr4akt0ndL8l1yeuqCYPru5DE4835YUVtYhbkyQyND_tsx1Ibmsn3HrPH66uH6W06u7-5m17MUsoUDmldcVUKqI1EAwKMJAQhTZ3XwqiciJNtsAS0WV1gnpsCpEEuFCpjK2tKHLOj9d8XCoZa66kzLugX75bkPzSUsY5MQHTHaxdi1M0br6u-fw6xKP3VnP7VXLQna0tm-TfTlXeNjfjwHxg_AcNocW4</addsrcrecordid><sourcetype>Index Database</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>Dealing with out of domain questions in virtual characters</title><source>Springer Books</source><creator>Patel, Ronakkumar ; Leuski, Anton ; Traum, David</creator><contributor>Gratch, Jonathan ; Aylett, Ruth ; Ballin, Daniel ; Olivier, Patrick ; Young, Michael ; Young, Michael ; Aylett, Ruth ; Olivier, Patrick ; Ballin, Daniel ; Gratch, Jonathan</contributor><creatorcontrib>Patel, Ronakkumar ; Leuski, Anton ; Traum, David ; Gratch, Jonathan ; Aylett, Ruth ; Ballin, Daniel ; Olivier, Patrick ; Young, Michael ; Young, Michael ; Aylett, Ruth ; Olivier, Patrick ; Ballin, Daniel ; Gratch, Jonathan</creatorcontrib><description>We consider the problem of designing virtual characters that support speech-based interactions in a limited domain. Previously we have shown that classification can be an effective and robust tool for selecting appropriate in-domain responses. In this paper, we consider the problem of dealing with out-of-domain user questions. We introduce a taxonomy of out-of-domain response types. We consider three classification architectures for selecting the most appropriate out-of-domain responses. We evaluate these architectures and show that they significantly improve the quality of the response selection making the user’s interaction with the virtual character more natural and engaging.</description><identifier>ISSN: 0302-9743</identifier><identifier>ISBN: 3540375937</identifier><identifier>ISBN: 9783540375937</identifier><identifier>EISSN: 1611-3349</identifier><identifier>EISBN: 3540375945</identifier><identifier>EISBN: 9783540375944</identifier><identifier>DOI: 10.1007/11821830_10</identifier><language>eng</language><publisher>Berlin, Heidelberg: Springer-Verlag</publisher><subject>Applied sciences ; Computer science; control theory; systems ; Computer systems and distributed systems. User interface ; Exact sciences and technology ; Human Coder ; Intelligent User Interface ; Language Model ; Real Human ; Software ; Virtual Character</subject><ispartof>Intelligent Virtual Agents, 2006, p.121-131</ispartof><rights>Springer-Verlag Berlin Heidelberg 2006</rights><rights>2007 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/11821830_10$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/11821830_10$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>309,310,775,776,780,785,786,789,27902,38232,41418,42487</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=19183241$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><contributor>Gratch, Jonathan</contributor><contributor>Aylett, Ruth</contributor><contributor>Ballin, Daniel</contributor><contributor>Olivier, Patrick</contributor><contributor>Young, Michael</contributor><contributor>Young, Michael</contributor><contributor>Aylett, Ruth</contributor><contributor>Olivier, Patrick</contributor><contributor>Ballin, Daniel</contributor><contributor>Gratch, Jonathan</contributor><creatorcontrib>Patel, Ronakkumar</creatorcontrib><creatorcontrib>Leuski, Anton</creatorcontrib><creatorcontrib>Traum, David</creatorcontrib><title>Dealing with out of domain questions in virtual characters</title><title>Intelligent Virtual Agents</title><description>We consider the problem of designing virtual characters that support speech-based interactions in a limited domain. Previously we have shown that classification can be an effective and robust tool for selecting appropriate in-domain responses. In this paper, we consider the problem of dealing with out-of-domain user questions. We introduce a taxonomy of out-of-domain response types. We consider three classification architectures for selecting the most appropriate out-of-domain responses. We evaluate these architectures and show that they significantly improve the quality of the response selection making the user’s interaction with the virtual character more natural and engaging.</description><subject>Applied sciences</subject><subject>Computer science; control theory; systems</subject><subject>Computer systems and distributed systems. User interface</subject><subject>Exact sciences and technology</subject><subject>Human Coder</subject><subject>Intelligent User Interface</subject><subject>Language Model</subject><subject>Real Human</subject><subject>Software</subject><subject>Virtual Character</subject><issn>0302-9743</issn><issn>1611-3349</issn><isbn>3540375937</isbn><isbn>9783540375937</isbn><isbn>3540375945</isbn><isbn>9783540375944</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2006</creationdate><recordtype>conference_proceeding</recordtype><recordid>eNqN0D1PwzAQBmDzJVFKJ_5ABhhACvhyTuywofIpVWKB2bo4cWtIE7BTEP8eoyLBgsQtp9P76IaXsQPgp8C5PANQGSjkGvgG28NccJR5KfJNNoICIEUU5dZPgHKbjTjyLC2lwF02CeGJx0FQghcjdn7ZUOu6efLuhkXSr4akt0ndL8l1yeuqCYPru5DE4835YUVtYhbkyQyND_tsx1Ibmsn3HrPH66uH6W06u7-5m17MUsoUDmldcVUKqI1EAwKMJAQhTZ3XwqiciJNtsAS0WV1gnpsCpEEuFCpjK2tKHLOj9d8XCoZa66kzLugX75bkPzSUsY5MQHTHaxdi1M0br6u-fw6xKP3VnP7VXLQna0tm-TfTlXeNjfjwHxg_AcNocW4</recordid><startdate>20060101</startdate><enddate>20060101</enddate><creator>Patel, Ronakkumar</creator><creator>Leuski, Anton</creator><creator>Traum, David</creator><general>Springer-Verlag</general><general>Springer Berlin Heidelberg</general><general>Springer</general><scope>IQODW</scope></search><sort><creationdate>20060101</creationdate><title>Dealing with out of domain questions in virtual characters</title><author>Patel, Ronakkumar ; Leuski, Anton ; Traum, David</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a283t-db08941dc73c141c7a3147cd5d4c85aa0afe3913f2d6355c617c304838cfbfc93</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Applied sciences</topic><topic>Computer science; control theory; systems</topic><topic>Computer systems and distributed systems. User interface</topic><topic>Exact sciences and technology</topic><topic>Human Coder</topic><topic>Intelligent User Interface</topic><topic>Language Model</topic><topic>Real Human</topic><topic>Software</topic><topic>Virtual Character</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Patel, Ronakkumar</creatorcontrib><creatorcontrib>Leuski, Anton</creatorcontrib><creatorcontrib>Traum, David</creatorcontrib><collection>Pascal-Francis</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Patel, Ronakkumar</au><au>Leuski, Anton</au><au>Traum, David</au><au>Gratch, Jonathan</au><au>Aylett, Ruth</au><au>Ballin, Daniel</au><au>Olivier, Patrick</au><au>Young, Michael</au><au>Young, Michael</au><au>Aylett, Ruth</au><au>Olivier, Patrick</au><au>Ballin, Daniel</au><au>Gratch, Jonathan</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Dealing with out of domain questions in virtual characters</atitle><btitle>Intelligent Virtual Agents</btitle><date>2006-01-01</date><risdate>2006</risdate><spage>121</spage><epage>131</epage><pages>121-131</pages><issn>0302-9743</issn><eissn>1611-3349</eissn><isbn>3540375937</isbn><isbn>9783540375937</isbn><eisbn>3540375945</eisbn><eisbn>9783540375944</eisbn><abstract>We consider the problem of designing virtual characters that support speech-based interactions in a limited domain. Previously we have shown that classification can be an effective and robust tool for selecting appropriate in-domain responses. In this paper, we consider the problem of dealing with out-of-domain user questions. We introduce a taxonomy of out-of-domain response types. We consider three classification architectures for selecting the most appropriate out-of-domain responses. We evaluate these architectures and show that they significantly improve the quality of the response selection making the user’s interaction with the virtual character more natural and engaging.</abstract><cop>Berlin, Heidelberg</cop><pub>Springer-Verlag</pub><doi>10.1007/11821830_10</doi><tpages>11</tpages></addata></record> |
| fulltext | fulltext |
| identifier | ISSN: 0302-9743 |
| ispartof | Intelligent Virtual Agents, 2006, p.121-131 |
| issn | 0302-9743 1611-3349 |
| language | eng |
| recordid | cdi_pascalfrancis_primary_19183241 |
| source | Springer Books |
| subjects | Applied sciences Computer science control theory systems Computer systems and distributed systems. User interface Exact sciences and technology Human Coder Intelligent User Interface Language Model Real Human Software Virtual Character |
| title | Dealing with out of domain questions in virtual characters |
| url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-28T17%3A21%3A23IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-pascalfrancis_acm_b&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=Dealing%20with%20out%20of%20domain%20questions%20in%20virtual%20characters&rft.btitle=Intelligent%20Virtual%20Agents&rft.au=Patel,%20Ronakkumar&rft.date=2006-01-01&rft.spage=121&rft.epage=131&rft.pages=121-131&rft.issn=0302-9743&rft.eissn=1611-3349&rft.isbn=3540375937&rft.isbn_list=9783540375937&rft_id=info:doi/10.1007/11821830_10&rft_dat=%3Cpascalfrancis_acm_b%3E19183241%3C/pascalfrancis_acm_b%3E%3Curl%3E%3C/url%3E&rft.eisbn=3540375945&rft.eisbn_list=9783540375944&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |