{"id":"https://openalex.org/W2150430452","doi":"https://doi.org/10.1145/2479832.2479846","title":"Automatic organization of human task goals for web-scale problem solving knowledge","display_name":"Automatic organization of human task goals for web-scale problem solving knowledge","publication_year":2013,"publication_date":"2013-06-23","ids":{"openalex":"https://openalex.org/W2150430452","doi":"https://doi.org/10.1145/2479832.2479846","mag":"2150430452"},"language":"en","primary_location":{"id":"doi:10.1145/2479832.2479846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2479832.2479846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the seventh 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/A5017339831","display_name":"Jihee Ryu","orcid":"https://orcid.org/0009-0006-7317-7685"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jihee Ryu","raw_affiliation_strings":["KAIST, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032639694","display_name":"Hwon Ihm","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hwon Ihm","raw_affiliation_strings":["KAIST, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001914535","display_name":"Sung-Hyon Myaeng","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung-Hyon Myaeng","raw_affiliation_strings":["KAIST, Daejeon, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017339831"],"corresponding_institution_ids":["https://openalex.org/I157485424"],"apc_list":null,"apc_paid":null,"fwci":0.9882,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.83546267,"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":"81","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.996999979019165,"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/T10028","display_name":"Topic Modeling","score":0.996999979019165,"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/T13083","display_name":"Advanced Text Analysis Techniques","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/T10260","display_name":"Software Engineering Research","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.8260624408721924},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5591800212860107},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.4660654366016388},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4261961281299591},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42531290650367737}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8260624408721924},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5591800212860107},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.4660654366016388},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4261961281299591},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42531290650367737},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2479832.2479846","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2479832.2479846","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the seventh international conference on Knowledge capture","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W83009479","https://openalex.org/W152508858","https://openalex.org/W187745948","https://openalex.org/W1490960179","https://openalex.org/W1493490255","https://openalex.org/W1516184288","https://openalex.org/W1522292060","https://openalex.org/W1748319701","https://openalex.org/W1982643279","https://openalex.org/W1998317750","https://openalex.org/W2000900121","https://openalex.org/W2016089260","https://openalex.org/W2031641173","https://openalex.org/W2046122205","https://openalex.org/W2048616366","https://openalex.org/W2075289001","https://openalex.org/W2086658417","https://openalex.org/W2093709025","https://openalex.org/W2107658650","https://openalex.org/W2107901333","https://openalex.org/W2109544581","https://openalex.org/W2115461474","https://openalex.org/W2126539437","https://openalex.org/W2152634124","https://openalex.org/W2153804780","https://openalex.org/W2161494021","https://openalex.org/W2166225315","https://openalex.org/W2167187514","https://openalex.org/W2398788560","https://openalex.org/W2733628661","https://openalex.org/W2998461326"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Problem":[0],"solving":[1,62],"knowledge":[2,15,33,52,63],"is":[3,23],"omnipresent":[4],"and":[5,12,37,78,109,114],"scattered":[6],"on":[7],"the":[8,80,102,127,138],"Web.":[9],"While":[10],"extracting":[11],"gathering":[13],"such":[14,32],"has":[16],"been":[17],"a":[18,28,46,73,84,148,153],"focus":[19],"of":[20,147],"attention,":[21],"it":[22],"equally":[24],"important":[25],"to":[26,30,42,48],"devise":[27],"way":[29,47],"organize":[31],"for":[34,54,75],"both":[35],"human":[36,55,60],"machine":[38,140],"consumption":[39],"with":[40,58,137],"respect":[41],"task":[43,56,99,105],"goals.":[44],"As":[45],"provide":[49],"an":[50],"extensive":[51],"structure":[53],"goals,":[57],"which":[59],"problem":[61],"extracted":[64],"from":[65],"Web":[66,85],"resources":[67],"can":[68],"be":[69],"organized,":[70],"we":[71],"devised":[72],"method":[74],"automatically":[76],"grouping":[77],"organizing":[79],"goal":[81,128],"statements":[82,129],"in":[83,152],"2.0":[86],"site":[87],"that":[88],"contains":[89],"over":[90],"two":[91],"millions":[92],"how-to":[93],"instruction":[94],"articles":[95],"covering":[96],"almost":[97],"all":[98,126],"domains.":[100],"In":[101],"proposed":[103],"method,":[104],"goals":[106],"having":[107],"semantically":[108],"task-categorically":[110],"similar":[111],"action":[112],"types":[113,116],"object":[115],"are":[117],"grouped":[118],"together":[119],"by":[120,145],"analyzing":[121],"predicate-argument":[122],"association":[123],"patterns":[124],"across":[125],"through":[130],"bipartite":[131],"EM-like":[132],"modeling.":[133],"The":[134],"result":[135],"obtained":[136],"unsupervised":[139],"learning":[141],"algorithm":[142],"was":[143],"evaluated":[144],"means":[146],"human-annotated":[149],"data":[150],"set":[151],"sample":[154],"domain.":[155]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}