{"id":"https://openalex.org/W2023403131","doi":"https://doi.org/10.1145/2678025.2701371","title":"Improving Controllability and Predictability of Interactive Recommendation Interfaces for Exploratory Search","display_name":"Improving Controllability and Predictability of Interactive Recommendation Interfaces for Exploratory Search","publication_year":2015,"publication_date":"2015-03-18","ids":{"openalex":"https://openalex.org/W2023403131","doi":"https://doi.org/10.1145/2678025.2701371","mag":"2023403131"},"language":"en","primary_location":{"id":"doi:10.1145/2678025.2701371","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2678025.2701371","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"conference-paper","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/A5028671738","display_name":"Antti Kangasr\u00e4\u00e4si\u00f6","orcid":"https://orcid.org/0000-0001-6072-7787"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Antti Kangasr\u00e4\u00e4si\u00f6","raw_affiliation_strings":["Helsinki Institute for Information Technology, Helsinki &amp; Aalto University, Espoo, Finland","Helsinki Institute for Information Technology, Helsinki & Aalto University, Espoo, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki Institute for Information Technology, Helsinki &amp; Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"raw_affiliation_string":"Helsinki Institute for Information Technology, Helsinki & Aalto University, Espoo, Finland#TAB#","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001270670","display_name":"Dorota G\u0142owacka","orcid":"https://orcid.org/0000-0001-7008-3380"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Dorota Glowacka","raw_affiliation_strings":["Helsinki Institute for Information Technology &amp; University of Helsinki, Helsinki, Finland","Helsinki Institute for Information Technology & University of Helsinki, Helsinki, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki Institute for Information Technology &amp; University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052","https://openalex.org/I32943570"]},{"raw_affiliation_string":"Helsinki Institute for Information Technology & University of Helsinki, Helsinki, Finland#TAB#","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018305257","display_name":"Samuel Kaski","orcid":"https://orcid.org/0000-0003-1925-9154"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Samuel Kaski","raw_affiliation_strings":["Helsinki Institute for Information Technology &amp; University of Helsinki, Helsinki &amp; Aalto University, Espoo, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Helsinki Institute for Information Technology &amp; University of Helsinki, Helsinki &amp; Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3791,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.96195585,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"251"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9871000051498413,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9677000045776367,"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":0.7921158075332642},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.7384610176086426},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6972101926803589},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6805691123008728},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6218363046646118},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.6057732701301575},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.597230076789856},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.5776000618934631},{"id":"https://openalex.org/keywords/exploratory-search","display_name":"Exploratory search","score":0.5558251738548279},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.481361448764801},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"User experience design","score":0.46179911494255066},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.4166927933692932},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.38961029052734375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17558807134628296},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08035147190093994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7921158075332642},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.7384610176086426},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6972101926803589},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6805691123008728},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6218363046646118},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.6057732701301575},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.597230076789856},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.5776000618934631},{"id":"https://openalex.org/C2777866876","wikidata":"https://www.wikidata.org/wiki/Q5421358","display_name":"Exploratory search","level":2,"score":0.5558251738548279},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.481361448764801},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.46179911494255066},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.4166927933692932},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.38961029052734375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17558807134628296},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08035147190093994},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2678025.2701371","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2678025.2701371","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 20th International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321855","display_name":"Tekes","ror":"https://ror.org/02ag8cq23"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W19399978","https://openalex.org/W72634186","https://openalex.org/W1983573987","https://openalex.org/W1985844568","https://openalex.org/W1996764654","https://openalex.org/W2000122588","https://openalex.org/W2016364797","https://openalex.org/W2023599408","https://openalex.org/W2114681441","https://openalex.org/W2118322263","https://openalex.org/W2141438078","https://openalex.org/W2143326486","https://openalex.org/W2151049666","https://openalex.org/W2162111811","https://openalex.org/W2171593626","https://openalex.org/W4241122026","https://openalex.org/W4248450049"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2036697162","https://openalex.org/W2140812588","https://openalex.org/W2411113819","https://openalex.org/W2064726690","https://openalex.org/W2299342644","https://openalex.org/W2323948589","https://openalex.org/W2592799139","https://openalex.org/W2094302994","https://openalex.org/W2294387781"],"abstract_inverted_index":{"In":[0,153],"exploratory":[1,173],"search,":[2],"when":[3],"a":[4,7,32,121,164],"user":[5,27,57,97,140,170,190],"directs":[6],"search":[8,167,174],"engine":[9],"using":[10],"uncertain":[11],"relevance":[12,36,134],"feedback,":[13,135],"usability":[14],"problems":[15,110],"regarding":[16,127],"controllability":[17],"and":[18,79,85,136,189],"predictability":[19],"may":[20,54,92],"arise.":[21],"One":[22],"problem":[23,72,126],"is":[24,28,66],"that":[25,60],"the":[26,46,56,61,64,76,82,88,96,100,116,128,139,143],"often":[29],"modelled":[30],"as":[31,90,119],"passive":[33,133],"source":[34],"of":[35,39,63,81,87,102,132,146,160],"information,":[37],"instead":[38,131],"an":[40,124,147,158],"active":[41],"entity":[42],"trying":[43],"to":[44,58,75,98,141,151],"steer":[45],"system":[47,65,129],"based":[48],"on":[49,181],"evolving":[50],"information":[51,83],"needs.":[52],"This":[53],"cause":[55],"feel":[59],"response":[62],"inconsistent":[67],"with":[68],"her":[69,103],"steering.":[70],"Another":[71],"arises":[73],"due":[74],"sheer":[77],"size":[78],"complexity":[80],"space,":[84],"hence":[86],"system,":[89],"it":[91],"be":[93,112],"difficult":[94],"for":[95,123,175],"anticipate":[99],"consequences":[101],"actions":[104,118],"in":[105,163,183],"this":[106,154],"complex":[107],"environment.":[108],"These":[109],"can":[111],"mitigated":[113],"by":[114,137],"interpreting":[115],"user's":[117],"setting":[120],"goal":[122],"optimization":[125],"state,":[130],"allowing":[138],"see":[142],"predicted":[144],"effects":[145],"action":[148],"before":[149],"committing":[150],"it.":[152],"paper,":[155],"we":[156],"present":[157],"implementation":[159],"these":[161],"improvements":[162,182],"visual":[165],"user-controllable":[166],"interface.":[168],"A":[169],"study":[171],"involving":[172],"scientific":[176],"literature":[177],"gives":[178],"some":[179],"indication":[180],"task":[184],"performance,":[185],"usability,":[186],"perceived":[187],"usefulness":[188],"acceptance.":[191]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
