{"id":"https://openalex.org/W3004679574","doi":"https://doi.org/10.1145/3351450","title":"A Game-theoretic Approach to Data Interaction","display_name":"A Game-theoretic Approach to Data Interaction","publication_year":2020,"publication_date":"2020-02-08","ids":{"openalex":"https://openalex.org/W3004679574","doi":"https://doi.org/10.1145/3351450","mag":"3004679574"},"language":"en","primary_location":{"id":"doi:10.1145/3351450","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3351450","pdf_url":null,"source":{"id":"https://openalex.org/S90119964","display_name":"ACM Transactions on Database Systems","issn_l":"0362-5915","issn":["0362-5915","1557-4644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Database Systems","raw_type":"journal-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/A5088696188","display_name":"Ben McCamish","orcid":null},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ben McCamish","raw_affiliation_strings":["Oregon State University, Corvallis, OR USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064441541","display_name":"Vahid Ghadakchi","orcid":null},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahid Ghadakchi","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008664449","display_name":"Arash Termehchy","orcid":"https://orcid.org/0009-0007-2213-6303"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arash Termehchy","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036105299","display_name":"Behrouz Touri","orcid":"https://orcid.org/0000-0003-4724-7329"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Behrouz Touri","raw_affiliation_strings":["University of California San Diego, La Jolla, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007650676","display_name":"Eduardo Cotilla\u2010Sanchez","orcid":"https://orcid.org/0000-0002-3964-3260"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eduardo Cotilla-Sanchez","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006404928","display_name":"Liang Huang","orcid":"https://orcid.org/0000-0001-6444-7045"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liang Huang","raw_affiliation_strings":["Oregon State University, Corvallis, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon State University, Corvallis, OR, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075518871","display_name":"Soravit Changpinyo","orcid":"https://orcid.org/0000-0002-4013-1190"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Soravit Changpinyo","raw_affiliation_strings":["University of Southern California, Los Angeles, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5088696188"],"corresponding_institution_ids":["https://openalex.org/I131249849"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01522985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"45","issue":"1","first_page":"1","last_page":"44"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9987000226974487,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9987000226974487,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9092828631401062},{"id":"https://openalex.org/keywords/information-needs","display_name":"Information needs","score":0.6146183013916016},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5261285305023193},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.5198362469673157},{"id":"https://openalex.org/keywords/query-language","display_name":"Query language","score":0.5041924715042114},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4186279773712158},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.364374577999115},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3313046097755432},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32043784856796265},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2263164222240448},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19122439622879028},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0945986807346344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9092828631401062},{"id":"https://openalex.org/C78999398","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"Information needs","level":2,"score":0.6146183013916016},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5261285305023193},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.5198362469673157},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.5041924715042114},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4186279773712158},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.364374577999115},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3313046097755432},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32043784856796265},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2263164222240448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19122439622879028},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0945986807346344},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3351450","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3351450","pdf_url":null,"source":{"id":"https://openalex.org/S90119964","display_name":"ACM Transactions on Database Systems","issn_l":"0362-5915","issn":["0362-5915","1557-4644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Database Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W25778889","https://openalex.org/W142212369","https://openalex.org/W1491494309","https://openalex.org/W1515851193","https://openalex.org/W1532325895","https://openalex.org/W1546150263","https://openalex.org/W1577337550","https://openalex.org/W1582375884","https://openalex.org/W1585529040","https://openalex.org/W1595443289","https://openalex.org/W1607797725","https://openalex.org/W1899648442","https://openalex.org/W1911540707","https://openalex.org/W1964857063","https://openalex.org/W1965785271","https://openalex.org/W1984770088","https://openalex.org/W1986442961","https://openalex.org/W2003251288","https://openalex.org/W2008742021","https://openalex.org/W2013167115","https://openalex.org/W2023599408","https://openalex.org/W2026069625","https://openalex.org/W2038975839","https://openalex.org/W2044493620","https://openalex.org/W2047746860","https://openalex.org/W2053392081","https://openalex.org/W2055007736","https://openalex.org/W2072865608","https://openalex.org/W2077902449","https://openalex.org/W2081752540","https://openalex.org/W2083619093","https://openalex.org/W2087566915","https://openalex.org/W2100852567","https://openalex.org/W2103561211","https://openalex.org/W2106817091","https://openalex.org/W2107170340","https://openalex.org/W2109183455","https://openalex.org/W2117461391","https://openalex.org/W2117600734","https://openalex.org/W2126575032","https://openalex.org/W2127018826","https://openalex.org/W2132979098","https://openalex.org/W2134206624","https://openalex.org/W2136121557","https://openalex.org/W2136530502","https://openalex.org/W2137966130","https://openalex.org/W2148942721","https://openalex.org/W2151592910","https://openalex.org/W2162775068","https://openalex.org/W2163569945","https://openalex.org/W2163673686","https://openalex.org/W2168405694","https://openalex.org/W2208783499","https://openalex.org/W2275996142","https://openalex.org/W2294781220","https://openalex.org/W2323299269","https://openalex.org/W2396489399","https://openalex.org/W2429510775","https://openalex.org/W2471222571","https://openalex.org/W2613199428","https://openalex.org/W2613577383","https://openalex.org/W2798544531","https://openalex.org/W3090529447","https://openalex.org/W3135939364","https://openalex.org/W3148958427","https://openalex.org/W4237172715","https://openalex.org/W4241030163","https://openalex.org/W4292921873","https://openalex.org/W6639937868","https://openalex.org/W6697477774"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2414054180"],"abstract_inverted_index":{"As":[0,113],"most":[1],"users":[2,31,53,85,120],"do":[3,16,54,121],"not":[4,17,55,122],"precisely":[5],"know":[6],"the":[7,10,37,42,59,67,75,99,129,138,141,144,169,183,191,201],"structure":[8],"and/or":[9],"content":[11],"of":[12,69,171,203,213],"databases,":[13],"their":[14,20,34,46,63,72,92,96,102,124],"queries":[15,70,134,187],"exactly":[18],"reflect":[19],"information":[21,43,64,93,130,166,184],"needs.":[22],"The":[23],"database":[24],"management":[25],"system":[26],"(DBMS)":[27],"may":[28],"interact":[29],"with":[30,74,98,149],"and":[32,57,87,101,143,181,188,196,234],"use":[33],"feedback":[35],"on":[36],"returned":[38],"results":[39],"to":[40,90,159,190],"learn":[41,56,86],"needs":[44,65,94,131,167,185],"behind":[45,132,186],"queries.":[47,172],"Current":[48],"query":[49,226],"interfaces":[50],"assume":[51,118],"that":[52,84,119,179,198,229],"modify":[58,88,123],"way":[60],"they":[61,126],"express":[62,91],"in":[66,168,193],"form":[68,170],"during":[71,95],"interaction":[73,80,116,139],"DBMS.":[76],"Using":[77],"a":[78,108,147,161,175],"real-world":[79,225],"workload,":[81],"we":[82],"show":[83],"how":[89],"interactions":[97],"DBMS":[100,145],"learning":[103,111,177],"is":[104,158],"accurately":[105],"modeled":[106],"by":[107],"well-known":[109],"reinforcement":[110,176],"mechanism.":[112],"current":[114],"data":[115],"systems":[117],"strategies,":[125],"cannot":[127],"discover":[128],"users\u2019":[133,194],"effectively.":[135],"We":[136,173,208],"model":[137],"between":[140,152],"user":[142],"as":[146],"game":[148],"identical":[150],"interest":[151],"two":[153,210],"rational":[154],"agents":[155],"whose":[156],"goal":[157],"establish":[160],"common":[162],"language":[163],"for":[164],"representing":[165],"propose":[174,209],"method":[178,215],"learns":[180],"answers":[182],"adapts":[189],"changes":[192],"strategies":[195],"proves":[197],"it":[199],"improves":[200],"effectiveness":[202],"answering":[204],"queries,":[205],"stochastically":[206],"speaking.":[207],"efficient":[211,233],"implementations":[212],"this":[214],"over":[216,224],"large":[217],"relational":[218],"databases.":[219],"Our":[220],"extensive":[221],"empirical":[222],"studies":[223],"workloads":[227],"indicate":[228],"our":[230],"algorithms":[231],"are":[232],"effective.":[235]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}