{"id":"https://openalex.org/W4376874949","doi":"https://doi.org/10.1017/s1351324923000219","title":"Recommending tasks based on search queries and missions","display_name":"Recommending tasks based on search queries and missions","publication_year":2023,"publication_date":"2023-05-17","ids":{"openalex":"https://openalex.org/W4376874949","doi":"https://doi.org/10.1017/s1351324923000219"},"language":"en","primary_location":{"id":"doi:10.1017/s1351324923000219","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1351324923000219","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/D9F183FA9B985ACC818D0035E271E95A/S1351324923000219a.pdf/div-class-title-recommending-tasks-based-on-search-queries-and-missions-div.pdf","source":{"id":"https://openalex.org/S18088403","display_name":"Natural Language Engineering","issn_l":"1351-3249","issn":["1351-3249","1469-8110"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Language Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/D9F183FA9B985ACC818D0035E271E95A/S1351324923000219a.pdf/div-class-title-recommending-tasks-based-on-search-queries-and-missions-div.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049707109","display_name":"Dar\u00edo Garigliotti","orcid":"https://orcid.org/0000-0002-0331-000X"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Dar\u00edo Garigliotti","raw_affiliation_strings":["Department of Computer Science, Aalborg University, (Aalborg\u03f5 | Copenhagen\u03c3), Denmark"],"raw_orcid":"https://orcid.org/0000-0002-0331-000X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, (Aalborg\u03f5 | Copenhagen\u03c3), Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059926999","display_name":"Krisztian Balog","orcid":"https://orcid.org/0000-0003-2762-721X"},"institutions":[{"id":"https://openalex.org/I92008406","display_name":"University of Stavanger","ror":"https://ror.org/02qte9q33","country_code":"NO","type":"education","lineage":["https://openalex.org/I92008406"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Krisztian Balog","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Stavanger, Stavanger, Norway","institution_ids":["https://openalex.org/I92008406"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015313855","display_name":"Katja Hose","orcid":"https://orcid.org/0000-0001-7025-8099"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Katja Hose","raw_affiliation_strings":["Department of Computer Science, Aalborg University, (Aalborg\u03f5 | Copenhagen\u03c3), Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, (Aalborg\u03f5 | Copenhagen\u03c3), Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013472329","display_name":"Johannes Bjerva","orcid":"https://orcid.org/0000-0002-9512-0739"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Johannes Bjerva","raw_affiliation_strings":["Department of Computer Science, Aalborg University, (Aalborg\u03f5 | Copenhagen\u03c3), Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Aalborg University, (Aalborg\u03f5 | Copenhagen\u03c3), Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049707109"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":0.3173,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60685728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"30","issue":"3","first_page":"577","last_page":"601"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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":0.9995999932289124,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9969000220298767,"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":0.9087879657745361},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7375273704528809},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6355792284011841},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.598815381526947},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5657305717468262},{"id":"https://openalex.org/keywords/semantic-search","display_name":"Semantic search","score":0.5513439774513245},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.537045419216156},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5055632591247559},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.48244744539260864},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.4737860858440399},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46628236770629883},{"id":"https://openalex.org/keywords/web-query-classification","display_name":"Web query classification","score":0.4401390552520752},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4236398935317993},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3605117201805115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2505863308906555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9087879657745361},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7375273704528809},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6355792284011841},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.598815381526947},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5657305717468262},{"id":"https://openalex.org/C166423231","wikidata":"https://www.wikidata.org/wiki/Q1891170","display_name":"Semantic search","level":3,"score":0.5513439774513245},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.537045419216156},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5055632591247559},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.48244744539260864},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.4737860858440399},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46628236770629883},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.4401390552520752},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4236398935317993},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3605117201805115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2505863308906555},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1017/s1351324923000219","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1351324923000219","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/D9F183FA9B985ACC818D0035E271E95A/S1351324923000219a.pdf/div-class-title-recommending-tasks-based-on-search-queries-and-missions-div.pdf","source":{"id":"https://openalex.org/S18088403","display_name":"Natural Language Engineering","issn_l":"1351-3249","issn":["1351-3249","1469-8110"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Language Engineering","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/790fe190-3c46-4038-a23b-e1d644327245","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/790fe190-3c46-4038-a23b-e1d644327245","pdf_url":"https://vbn.aau.dk/ws/files/538894038/recommending-tasks-based-on-search-queries-and-missions.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garigliotti, D, Balog, K, Hose, K & Bjerva, J 2023, 'Recommending tasks based on search queries and missions', Natural Language Engineering, vol. 36, no. 2, pp. 1-25. https://doi.org/10.1017/S1351324923000219","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.atira.dk:publications/790fe190-3c46-4038-a23b-e1d644327245","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85160558828&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garigliotti , D , Balog , K , Hose , K & Bjerva , J 2023 , ' Recommending tasks based on search queries and missions ' , Natural Language Engineering , vol. 36 , no. 2 , pp. 1-25 . https://doi.org/10.1017/S1351324923000219","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1017/s1351324923000219","is_oa":true,"landing_page_url":"https://doi.org/10.1017/s1351324923000219","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/D9F183FA9B985ACC818D0035E271E95A/S1351324923000219a.pdf/div-class-title-recommending-tasks-based-on-search-queries-and-missions-div.pdf","source":{"id":"https://openalex.org/S18088403","display_name":"Natural Language Engineering","issn_l":"1351-3249","issn":["1351-3249","1469-8110"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Natural Language Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320330079","display_name":"Poul Due Jensens Fond","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4376874949.pdf"},"referenced_works_count":75,"referenced_works":["https://openalex.org/W11588862","https://openalex.org/W1583102912","https://openalex.org/W1759446372","https://openalex.org/W1933176878","https://openalex.org/W1951891667","https://openalex.org/W1972882261","https://openalex.org/W1975409939","https://openalex.org/W1975879668","https://openalex.org/W1979182316","https://openalex.org/W1982643279","https://openalex.org/W1989813731","https://openalex.org/W1992435965","https://openalex.org/W1994305268","https://openalex.org/W1999956270","https://openalex.org/W2000411838","https://openalex.org/W2006822005","https://openalex.org/W2011184251","https://openalex.org/W2037802158","https://openalex.org/W2040734816","https://openalex.org/W2070740689","https://openalex.org/W2075156494","https://openalex.org/W2093618034","https://openalex.org/W2098019918","https://openalex.org/W2099513082","https://openalex.org/W2104217798","https://openalex.org/W2113363259","https://openalex.org/W2116938310","https://openalex.org/W2124063543","https://openalex.org/W2126843316","https://openalex.org/W2128699418","https://openalex.org/W2132591215","https://openalex.org/W2133685911","https://openalex.org/W2134131174","https://openalex.org/W2138862413","https://openalex.org/W2150284260","https://openalex.org/W2153579005","https://openalex.org/W2155061451","https://openalex.org/W2156037541","https://openalex.org/W2156142018","https://openalex.org/W2166725359","https://openalex.org/W2166995068","https://openalex.org/W2307814545","https://openalex.org/W2339449645","https://openalex.org/W2509050427","https://openalex.org/W2534136119","https://openalex.org/W2536623018","https://openalex.org/W2592393750","https://openalex.org/W2612690371","https://openalex.org/W2730085903","https://openalex.org/W2741835546","https://openalex.org/W2745673470","https://openalex.org/W2788275146","https://openalex.org/W2892923641","https://openalex.org/W2899154813","https://openalex.org/W2970641574","https://openalex.org/W2972860176","https://openalex.org/W2990138404","https://openalex.org/W3034533555","https://openalex.org/W3035482547","https://openalex.org/W3084847422","https://openalex.org/W3098371839","https://openalex.org/W3099422142","https://openalex.org/W3103543556","https://openalex.org/W3104583830","https://openalex.org/W3104820280","https://openalex.org/W3105107854","https://openalex.org/W3133979399","https://openalex.org/W3155477031","https://openalex.org/W4237737571","https://openalex.org/W4246858749","https://openalex.org/W4251326898","https://openalex.org/W4252076394","https://openalex.org/W6628905179","https://openalex.org/W6692899594","https://openalex.org/W6782927958"],"related_works":["https://openalex.org/W2026738364","https://openalex.org/W218333555","https://openalex.org/W2533706070","https://openalex.org/W2185998359","https://openalex.org/W2105258824","https://openalex.org/W979688644","https://openalex.org/W2093311372","https://openalex.org/W1760324756","https://openalex.org/W1926636715","https://openalex.org/W2940786036"],"abstract_inverted_index":{"Abstract":[0],"Web":[1],"search":[2,32,113],"is":[3,83,119],"an":[4],"experience":[5],"that":[6,56,80,103],"naturally":[7],"lends":[8],"itself":[9],"to":[10,23,27,85,97,111],"recommendations,":[11],"including":[12,66],"query":[13,127],"suggestions":[14],"and":[15,53,126],"related":[16],"entities.":[17],"In":[18],"this":[19],"article,":[20],"we":[21,45,78,93],"propose":[22],"recommend":[24],"specific":[25],"tasks":[26],"users,":[28],"based":[29],"on":[30],"their":[31],"queries,":[33],"such":[34],"as":[35,112,115],"planning":[36],"a":[37,42,74,88,99,123],"holiday":[38],"trip":[39],"or":[40],"organizing":[41],"party.":[43],"Specifically,":[44],"introduce":[46],"the":[47,106],"problem":[48],"of":[49,101],"query-based":[50],"task":[51],"recommendation":[52],"develop":[54],"methods":[55],"combine":[57],"well-established":[58],"term-based":[59],"ranking":[60],"techniques":[61],"with":[62,122],"continuous":[63],"semantic":[64],"representations,":[65],"sentence":[67],"representations":[68],"from":[69],"several":[70],"transformer-based":[71],"models.":[72],"Using":[73],"purpose-built":[75],"test":[76],"collection,":[77],"find":[79],"our":[81,95],"method":[82],"able":[84],"significantly":[86],"outperform":[87],"strong":[89],"text-based":[90],"baseline.":[91],"Further,":[92],"extend":[94],"approach":[96],"using":[98],"set":[100],"queries":[102],"all":[104],"share":[105],"same":[107],"underlying":[108],"task,":[109],"referred":[110],"mission,":[114],"input.":[116],"The":[117],"study":[118],"rounded":[120],"off":[121],"detailed":[124],"feature":[125],"analysis.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}