{"id":"https://openalex.org/W1974986665","doi":"https://doi.org/10.1145/1999676.1999693","title":"Integrating knowledge capture and supervised learning through a human-computer interface","display_name":"Integrating knowledge capture and supervised learning through a human-computer interface","publication_year":2011,"publication_date":"2011-06-26","ids":{"openalex":"https://openalex.org/W1974986665","doi":"https://doi.org/10.1145/1999676.1999693","mag":"1974986665"},"language":"en","primary_location":{"id":"doi:10.1145/1999676.1999693","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1999676.1999693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the sixth international conference on Knowledge capture","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004317848","display_name":"Trevor Walker","orcid":"https://orcid.org/0000-0002-7073-7898"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Trevor Walker","raw_affiliation_strings":["University of Wisconsin - Madison, Madison, WI, USA"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049799303","display_name":"Gautam Kunapuli","orcid":"https://orcid.org/0000-0002-9297-2071"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gautam Kunapuli","raw_affiliation_strings":["University of Wisconsin - Madison, Madison, WI, USA"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051244691","display_name":"N. Wessel Larsen","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noah Larsen","raw_affiliation_strings":["University of Wisconsin - Madison, Madison, WI, USA"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068251706","display_name":"David Page","orcid":"https://orcid.org/0000-0003-0576-2912"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Page","raw_affiliation_strings":["University of Wisconsin - Madison, Madison, WI, USA"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058270794","display_name":"Jude Shavlik","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jude Shavlik","raw_affiliation_strings":["University of Wisconsin - Madison, Madison, WI, USA"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin - Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004317848"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":0.4386,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71589822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8477995991706848},{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.794946551322937},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.6155605316162109},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6107156276702881},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5629744529724121},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5453675389289856},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5370141267776489},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5128750801086426},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4971804916858673},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4459097981452942},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.43709972500801086},{"id":"https://openalex.org/keywords/knowledge-acquisition","display_name":"Knowledge acquisition","score":0.4161284565925598},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08953052759170532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8477995991706848},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.794946551322937},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.6155605316162109},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6107156276702881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5629744529724121},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5453675389289856},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5370141267776489},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5128750801086426},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4971804916858673},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4459097981452942},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.43709972500801086},{"id":"https://openalex.org/C2777220311","wikidata":"https://www.wikidata.org/wiki/Q6423340","display_name":"Knowledge acquisition","level":2,"score":0.4161284565925598},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08953052759170532},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1999676.1999693","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1999676.1999693","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the sixth international conference on Knowledge capture","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.224.9674","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.224.9674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.biostat.wisc.edu/%7Ekunapg/files/11WargusKCAP.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6499999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332467","display_name":"U.S. Air Force","ror":"https://ror.org/006gmme17"},{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W597288515","https://openalex.org/W1502767928","https://openalex.org/W1604179321","https://openalex.org/W1700914952","https://openalex.org/W1860991815","https://openalex.org/W1890330145","https://openalex.org/W1977970897","https://openalex.org/W1987902506","https://openalex.org/W2003238113","https://openalex.org/W2028704507","https://openalex.org/W2044286004","https://openalex.org/W2065267227","https://openalex.org/W2101705355","https://openalex.org/W2104626092","https://openalex.org/W2120247405","https://openalex.org/W2129894900","https://openalex.org/W2141946720","https://openalex.org/W2150475393","https://openalex.org/W2159504654","https://openalex.org/W2899666357","https://openalex.org/W4205376162","https://openalex.org/W4285719527","https://openalex.org/W6630166281","https://openalex.org/W6827779655"],"related_works":["https://openalex.org/W2125479495","https://openalex.org/W1559202216","https://openalex.org/W2012251886","https://openalex.org/W1989583491","https://openalex.org/W2150974735","https://openalex.org/W2083849133","https://openalex.org/W2086580554","https://openalex.org/W2170990285","https://openalex.org/W4229675364","https://openalex.org/W2093171718"],"abstract_inverted_index":{"Some":[0],"supervised-learning":[1],"algorithms":[2],"can":[3],"make":[4],"effective":[5,183],"use":[6,45,86],"of":[7,31,70,87,115,128,170],"domain":[8,53,187],"knowledge":[9,34,82],"in":[10,18],"addition":[11],"to":[12,44,59,79,96,107,120,142,155,185],"the":[13,32,85,113,121,126,132],"input-output":[14],"pairs":[15],"commonly":[16],"used":[17,36],"machine":[19],"learning.":[20],"However,":[21],"formulating":[22],"this":[23,81],"additional":[24],"information":[25],"often":[26],"requires":[27],"an":[28,161,177,182],"in-depth":[29],"understanding":[30],"specific":[33,101],"representation":[35],"by":[37,160],"a":[38,46,65,77,88,172],"given":[39],"learning":[40,66,122,138,143,179],"algorithm.":[41],"The":[42],"requirement":[43],"formal":[47],"knowledge-representation":[48],"language":[49,175],"means":[50],"that":[51,167],"most":[52],"experts":[54],"will":[55],"not":[56],"be":[57],"able":[58],"articulate":[60],"their":[61],"expertise,":[62],"even":[63],"when":[64],"algorithm":[67,180],"is":[68,181],"capable":[69],"exploiting":[71],"such":[72,118],"valuable":[73],"information.":[74],"We":[75,124],"investigate":[76],"method":[78],"ease":[80],"acquisition":[83],"through":[84,148],"graphical,":[89],"human-computer":[90],"interface.":[91],"Our":[92,164],"interface":[93],"allows":[94],"users":[95],"easily":[97],"provide":[98,108],"advice":[99,119,141,146,158,174],"about":[100],"examples,":[102],"rather":[103],"than":[104],"requiring":[105],"them":[106],"general":[109],"rules;":[110],"we":[111],"leave":[112],"task":[114],"properly":[116],"generalizing":[117],"algorithms.":[123],"demonstrate":[125],"effectiveness":[127],"our":[129,149,168],"approach":[130,169],"using":[131,156],"Wargus":[133],"real-time":[134],"strategy":[135],"game,":[136],"comparing":[137,154],"with":[139,144,176],"no":[140],"concrete":[145],"provided":[147],"interface,":[150],"as":[151,153],"well":[152],"generalized":[157],"written":[159],"AI":[162],"expert.":[163],"results":[165],"show":[166],"combining":[171],"GUI-based":[173],"advice-taking":[178],"way":[184],"capture":[186],"knowledge.":[188]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}