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<title>Barbara Hayes-Roth</title>

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<span id="openzim-page-title" class="mw-page-title-main"><span class="mw-page-title-main">Barbara Hayes-Roth</span></span>

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<b>Barbara (Bella) Hayes-Roth</b> is an American computer scientist and psychologist whose research in <a href="Artificial_intelligence" title="Artificial intelligence">artificial intelligence</a> includes work on <a href="Knowledge_acquisition" title="Knowledge acquisition">knowledge acquisition</a>,<sup class="nowrap"><a href="#CITEREFA">[A]</a></sup> <a href="Automated_planning_and_scheduling" title="Automated planning and scheduling">automated planning and scheduling</a>,<sup class="nowrap"><a href="#CITEREFB">[B]</a></sup> <a href="Spatial_cognition" title="Spatial cognition">spatial cognition</a>,<sup class="nowrap"><a href="#CITEREFC">[C]</a></sup> the <a href="Blackboard_system" title="Blackboard system">blackboard system</a>,<sup class="nowrap"><a href="#CITEREFD">[D]</a></sup> <a href="Real-time_computing" title="Real-time computing">real-time computing</a>,<sup class="nowrap"><a href="#CITEREFE">[E]</a></sup> <a href="Adaptation_(computer_science)" title="Adaptation (computer science)">adaptation</a>,<sup class="nowrap"><a href="#CITEREFF">[F]</a></sup> and intelligent behavior in <a href="Interactive_storytelling" title="Interactive storytelling">interactive storytelling</a>.<sup class="nowrap"><a href="#CITEREFG">[G]</a></sup> She was a senior research scientist and lecturer in computer science at <a href="Stanford_University" title="Stanford University">Stanford University</a> 1982-2002.<sup id="cite_ref-resume_1-0" class="reference"><a href="#cite_note-resume-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup>

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<div class="mw-heading mw-heading2"><h2 id="Education_and_career">Education and career</h2></div>

<p>Hayes-Roth majored in <a href="Psychology" title="Psychology">psychology</a> at <a href="Boston_University" title="Boston University">Boston University</a>, graduating <a href="Magna_cum_laude" class="mw-redirect" title="Magna cum laude">magna cum laude</a> in 1971. She went to the <a href="University_of_Michigan" title="University of Michigan">University of Michigan</a> for graduate study in psychology, earning a master's degree in 1973 and completing her Ph.D. in 1974.<sup id="cite_ref-resume_1-1" class="reference"><a href="#cite_note-resume-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup> Her dissertation, <i> Interactions in the Acquisition and Utilization of Structured Knowledge</i>, was supervised by <a href="Robert_Bjork" class="mw-redirect" title="Robert Bjork">Robert Bjork</a>.<sup id="cite_ref-mg_2-0" class="reference"><a href="#cite_note-mg-2"><span class="cite-bracket">[</span>2<span class="cite-bracket">]</span></a></sup>

</p><p>She became a researcher at <a href="Bell_Laboratories" class="mw-redirect" title="Bell Laboratories">Bell Laboratories</a> from 1974 to 1976, and at the <a href="RAND_Corporation" title="RAND Corporation">RAND Corporation</a> from 1976 to 1982, also holding a position as consulting assistant professor in psychology at the <a href="University_of_California%2C_Los_Angeles" title="University of California, Los Angeles">University of California, Los Angeles</a>. She became a senior research scientist and lecturer at Stanford in 1982.<sup id="cite_ref-resume_1-2" class="reference"><a href="#cite_note-resume-1"><span class="cite-bracket">[</span>1<span class="cite-bracket">]</span></a></sup>

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<div class="mw-heading mw-heading2"><h2 id="Selected_publications">Selected publications</h2></div>

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</style><cite id="CITEREFThorndykeHayes-Roth1979" class="citation cs2">Thorndyke, Perry W.; Hayes-Roth, Barbara (January 1979), "The use of schemata in the acquisition and transfer of knowledge", <i>Cognitive Psychology</i>, <b>11</b> (1): <span class="nowrap">82–</span>106, <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1016%2F0010-0285%2879%2990005-7">10.1016/0010-0285(79)90005-7</a>, <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:54373367">54373367</a></cite></div>

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<td><div class="citation wikicite" id="CITEREFB"><cite id="CITEREFHayes-RothHayes-Roth1979" class="citation cs2">Hayes-Roth, Barbara; <a href="Rick_Hayes-Roth" title="Rick Hayes-Roth">Hayes-Roth, Frederick</a> (October 1979), "A cognitive model of planning", <i>Cognitive Science</i>, <b>3</b> (4): <span class="nowrap">275–</span>310, <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1016%2Fs0364-0213%2879%2980010-5">10.1016/s0364-0213(79)80010-5</a></cite></div>

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<td><div class="citation wikicite" id="CITEREFC"><cite id="CITEREFThorndykeHayes-Roth1982" class="citation cs2">Thorndyke, Perry W.; Hayes-Roth, Barbara (October 1982), "Differences in spatial knowledge acquired from maps and navigation", <i>Cognitive Psychology</i>, <b>14</b> (4): <span class="nowrap">560–</span>589, <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1016%2F0010-0285%2882%2990019-6">10.1016/0010-0285(82)90019-6</a>, <a href="PMID_(identifier)" class="mw-redirect" title="PMID (identifier)">PMID</a> <a rel="nofollow" class="external text" href="https://pubmed.ncbi.nlm.nih.gov/7140211">7140211</a>, <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:16880119">16880119</a></cite></div>

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<td><div class="citation wikicite" id="CITEREFD"><cite id="CITEREFHayes-Roth1985" class="citation cs2">Hayes-Roth, Barbara (July 1985), "A blackboard architecture for control", <i>Artificial Intelligence</i>, <b>26</b> (3): <span class="nowrap">251–</span>321, <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1016%2F0004-3702%2885%2990063-3">10.1016/0004-3702(85)90063-3</a></cite></div>

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<td><div class="citation wikicite" id="CITEREFE"><cite id="CITEREFHayes-Roth1990" class="citation cs2">Hayes-Roth, Barbara (May 1990), "Architectural foundations for real-time performance in intelligent agents", <i>The Journal of Real Time Systems</i>, <b>2</b>, <a href="Kluwer_Academic_Publishers" class="mw-redirect" title="Kluwer Academic Publishers">Kluwer Academic Publishers</a>: <span class="nowrap">99–</span>125, <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1007%2Fbf01840468">10.1007/bf01840468</a>, <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:15768756">15768756</a></cite><span class="cs1-maint citation-comment"><code class="cs1-code">{{citation}}</code>: CS1 maint: year (link)</span></div>

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<td><div class="citation wikicite" id="CITEREFF"><cite id="CITEREFHayes-Roth1995" class="citation cs2">Hayes-Roth, Barbara (January 1995), "An architecture for adaptive intelligent systems", <i>Artificial Intelligence</i>, <b>72</b> (<span class="nowrap">1–</span>2): <span class="nowrap">329–</span>365, <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://doi.org/10.1016%2F0004-3702%2894%2900004-k">10.1016/0004-3702(94)00004-k</a></span>, <a href="Hdl_(identifier)" class="mw-redirect" title="Hdl (identifier)">hdl</a>:<span class="id-lock-free" title="Freely accessible"><a rel="nofollow" class="external text" href="https://hdl.handle.net/2060%2F19970037819">2060/19970037819</a></span></cite></div>

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<td><div class="citation wikicite" id="CITEREFG"><cite id="CITEREFHayes-Rothvan_GentHuber1997" class="citation cs2">Hayes-Roth, Barbara; van Gent, Robert; Huber, Daniel (March 1997), "Acting in character", in <a href="Robert_Trappl" title="Robert Trappl">Trappl, Robert</a>; <a href="Paolo_Petta" title="Paolo Petta">Petta, Paolo</a> (eds.), <i>Creating Personalities for Synthetic Actors: Towards Autonomous Personality Agents</i>, Lecture Notes in Computer Science, vol. 1195, Springer, pp. <span class="nowrap">92–</span>112, <a href="Doi_(identifier)" class="mw-redirect" title="Doi (identifier)">doi</a>:<a rel="nofollow" class="external text" href="https://doi.org/10.1007%2Fbfb0030573">10.1007/bfb0030573</a>, <a href="ISBN_(identifier)" class="mw-redirect" title="ISBN (identifier)">ISBN</a> <bdi>978-3-540-62735-7</bdi>, <a href="S2CID_(identifier)" class="mw-redirect" title="S2CID (identifier)">S2CID</a> <a rel="nofollow" class="external text" href="https://api.semanticscholar.org/CorpusID:16942371">16942371</a></cite><span class="cs1-maint citation-comment"><code class="cs1-code">{{citation}}</code>: CS1 maint: year (link)</span></div>

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<div class="mw-heading mw-heading2"><h2 id="Fiction_writing">Fiction writing</h2></div>

<p>In addition to her many publications as a computer science

researcher, Hayes-Roth is working on a fiction novel, <i>The Ravishing Monica B. Reddy</i>. An excerpt from the novel, <a rel="nofollow" class="external text" href="https://www.bellahayes-roth.com/_files/ugd/b84568_8a22ed9979a34fbaa46d37e36c246e19.pdf">Devesh Reddy, D-Day</a>, was published in a 2020 issue of Chicago Quarterly Review. The novel is set in early 21st century <a href="Silicon_Valley" title="Silicon Valley">Silicon Valley</a>. In the excerpt, the titular character, Monica B. Reddy, is an <a href="Oracle_Corporation" title="Oracle Corporation">Oracle</a> executive in her forties who has just left her home to meet with her boss. Due to <a href="Sexual_intercourse" title="Sexual intercourse">sexual</a> frustrations in the marriage, Monica's husband Devesh suspects she may be having an affair.<sup id="cite_ref-cqr_3-0" class="reference"><a href="#cite_note-cqr-3"><span class="cite-bracket">[</span>3<span class="cite-bracket">]</span></a></sup>

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<div class="mw-heading mw-heading2"><h2 id="Recognition">Recognition</h2></div>

<p>Hayes-Roth was named a Fellow of the <a href="Association_for_the_Advancement_of_Artificial_Intelligence" title="Association for the Advancement of Artificial Intelligence">Association for the Advancement of Artificial Intelligence</a> in 1991.<sup id="cite_ref-aaai_4-0" class="reference"><a href="#cite_note-aaai-4"><span class="cite-bracket">[</span>4<span class="cite-bracket">]</span></a></sup>

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<div class="mw-heading mw-heading2"><h2 id="References">References</h2></div>

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<li id="cite_note-resume-1"><span class="mw-cite-backlink">^ <a href="#cite_ref-resume_1-0"><sup><i><b>a</b></i></sup></a> <a href="#cite_ref-resume_1-1"><sup><i><b>b</b></i></sup></a> <a href="#cite_ref-resume_1-2"><sup><i><b>c</b></i></sup></a></span> <span class="reference-text"><cite class="citation cs2"><a rel="nofollow" class="external text" href="https://web.archive.org/web/20240204141718/http://www-ksl.stanford.edu/people/bhr/"><i>Resume</i></a>, Stanford University, archived from <a rel="nofollow" class="external text" href="http://www-ksl.stanford.edu/people/bhr/">the original</a> on 2024-02-04<span class="reference-accessdate">, retrieved <span class="nowrap">2024-10-28</span></span></cite></span>

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<li id="cite_note-mg-2"><span class="mw-cite-backlink"><b><a href="#cite_ref-mg_2-0">^</a></b></span> <span class="reference-text"><a rel="nofollow" class="external text" href="https://mathgenealogy.org/id.php?id=39948">Barbara Hayes-Roth</a> at the <a href="Mathematics_Genealogy_Project" title="Mathematics Genealogy Project">Mathematics Genealogy Project</a></span>

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<li id="cite_note-cqr-3"><span class="mw-cite-backlink"><b><a href="#cite_ref-cqr_3-0">^</a></b></span> <span class="reference-text"><cite id="CITEREFHayes-Roth2020" class="citation journal cs1">Hayes-Roth, Bella (7 June 2020). <a rel="nofollow" class="external text" href="https://www.chicagoquarterlyreview.com/">"Devesh Reddy, D-Day"</a>. <i>Chicago Quarterly Review</i> (31)<span class="reference-accessdate">. Retrieved <span class="nowrap">2024-10-28</span></span>.</cite></span>

</li>

<li id="cite_note-aaai-4"><span class="mw-cite-backlink"><b><a href="#cite_ref-aaai_4-0">^</a></b></span> <span class="reference-text"><cite class="citation cs2"><a rel="nofollow" class="external text" href="https://www.aaai.org/Awards/fellows-list.php"><i>Elected fellows</i></a>, Association for the Advancement of Artificial Intelligence<span class="reference-accessdate">, retrieved <span class="nowrap">2022-06-18</span></span></cite></span>

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</style></div><div role="navigation" class="navbox authority-control" aria-labelledby="Authority_control_databases_frameless&#124;text-top&#124;10px&#124;alt=Edit_this_at_Wikidata&#124;link=https&#58;//www.wikidata.org/wiki/Q102194685#identifiers&#124;class=noprint&#124;Edit_this_at_Wikidata1424" style="padding:3px"><table class="nowraplinks hlist mw-collapsible mw-collapsed navbox-inner" style="border-spacing:0;background:transparent;color:inherit"><tbody><tr><th scope="col" class="navbox-title" colspan="2"><div id="Authority_control_databases_frameless&#124;text-top&#124;10px&#124;alt=Edit_this_at_Wikidata&#124;link=https&#58;//www.wikidata.org/wiki/Q102194685#identifiers&#124;class=noprint&#124;Edit_this_at_Wikidata1424" style="font-size:114%;margin:0 4em">Authority control databases </div></th></tr><tr><th scope="row" class="navbox-group" style="width:1%">International</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"><ul><li><span class="uid"><a rel="nofollow" class="external text" href="https://isni.org/isni/0000000024806587">ISNI</a></span></li><li><span class="uid"><a rel="nofollow" class="external text" href="https://viaf.org/viaf/504149196684274792915">VIAF</a></span></li><li><span class="uid"><a rel="nofollow" class="external text" href="https://id.oclc.org/worldcat/entity/E39PCjDk4TJrj8K96kmXwVpYrm">WorldCat</a></span></li></ul></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">National</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"><ul><li><span class="uid"><a rel="nofollow" class="external text" href="https://d-nb.info/gnd/1014158532">Germany</a></span></li><li><span class="uid"><a rel="nofollow" class="external text" href="https://id.loc.gov/authorities/n77013392">United States</a></span></li><li><span class="uid"><a rel="nofollow" class="external text" href="http://data.bibliotheken.nl/id/thes/p124931227">Netherlands</a></span></li><li><span class="uid"><a rel="nofollow" class="external text" href="https://authority.bibsys.no/authority/rest/authorities/html/97045108">Norway</a></span></li><li><span class="uid"><a rel="nofollow" class="external text" href="https://www.nli.org.il/en/authorities/987007454876405171">Israel</a></span></li></ul></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Academics</th><td class="navbox-list-with-group navbox-list navbox-odd" style="width:100%;padding:0"><div style="padding:0 0.25em"><ul><li><span class="uid"><a rel="nofollow" class="external text" href="https://www.mathgenealogy.org/id.php?id=39948">Mathematics Genealogy Project</a></span></li><li><span class="uid"><a rel="nofollow" class="external text" href="https://dblp.org/pid/h/BarbaraHayesRoth">DBLP</a></span></li></ul></div></td></tr><tr><th scope="row" class="navbox-group" style="width:1%">Other</th><td class="navbox-list-with-group navbox-list navbox-even" style="width:100%;padding:0"><div style="padding:0 0.25em"><ul><li><span class="uid"><a rel="nofollow" class="external text" href="https://lux.collections.yale.edu/view/person/533c160b-c0d4-4800-8746-236d5111df4e">Yale LUX</a></span></li></ul></div></td></tr></tbody></table></div></div><div><div class="zim-footer">

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