{"id":"https://openalex.org/W2965906602","doi":"https://doi.org/10.1145/3335783.3335800","title":"Improvement of SQL Recommendation on Scientific Database","display_name":"Improvement of SQL Recommendation on Scientific Database","publication_year":2019,"publication_date":"2019-07-23","ids":{"openalex":"https://openalex.org/W2965906602","doi":"https://doi.org/10.1145/3335783.3335800","mag":"2965906602"},"language":"en","primary_location":{"id":"doi:10.1145/3335783.3335800","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3335783.3335800","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st International Conference on Scientific and Statistical Database Management","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/A5100374993","display_name":"Jianjun Liu","orcid":"https://orcid.org/0000-0002-3255-3019"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jianjun Liu","raw_affiliation_strings":["University of British Columbia"],"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006830899","display_name":"Zainab Zolaktaf","orcid":null},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zainab Zolaktaf","raw_affiliation_strings":["University of British Columbia"],"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028867361","display_name":"Rachel Pottinger","orcid":"https://orcid.org/0009-0000-5404-7582"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rachel Pottinger","raw_affiliation_strings":["University of British Columbia"],"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072207353","display_name":"Mostafa Milani","orcid":"https://orcid.org/0000-0002-3386-7079"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mostafa Milani","raw_affiliation_strings":["University of British Columbia"],"affiliations":[{"raw_affiliation_string":"University of British Columbia","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100374993"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":0.3537,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62720881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"206","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9994999766349792,"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/T11106","display_name":"Data Management and Algorithms","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9922000169754028,"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":0.8769263029098511},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.7805545330047607},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.6805129647254944},{"id":"https://openalex.org/keywords/tuple","display_name":"Tuple","score":0.5833350419998169},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5642527937889099},{"id":"https://openalex.org/keywords/query-by-example","display_name":"Query by Example","score":0.54117751121521},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.46923381090164185},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4407499134540558},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3416135907173157},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.17578941583633423},{"id":"https://openalex.org/keywords/web-search-query","display_name":"Web search query","score":0.16105961799621582}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8769263029098511},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.7805545330047607},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.6805129647254944},{"id":"https://openalex.org/C118930307","wikidata":"https://www.wikidata.org/wiki/Q600590","display_name":"Tuple","level":2,"score":0.5833350419998169},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5642527937889099},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.54117751121521},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.46923381090164185},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4407499134540558},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3416135907173157},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.17578941583633423},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.16105961799621582},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3335783.3335800","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3335783.3335800","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st International Conference on Scientific and Statistical Database Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1798054139","https://openalex.org/W1972645849","https://openalex.org/W1994189501","https://openalex.org/W2030808931","https://openalex.org/W2037828101","https://openalex.org/W2080795333","https://openalex.org/W2127018826","https://openalex.org/W2162129814","https://openalex.org/W2342619348","https://openalex.org/W2785210185","https://openalex.org/W2950210140","https://openalex.org/W2995430849","https://openalex.org/W4289612142"],"related_works":["https://openalex.org/W3030674916","https://openalex.org/W151494989","https://openalex.org/W1488984669","https://openalex.org/W2031915568","https://openalex.org/W3210031882","https://openalex.org/W4388053677","https://openalex.org/W3114457612","https://openalex.org/W2038123353","https://openalex.org/W2108932068","https://openalex.org/W4223894417"],"abstract_inverted_index":{"Query":[0],"recommendation":[1],"is":[2],"critical":[3],"to":[4,15,18,32,38,45,53],"assisting":[5],"first-time":[6],"users,":[7],"who":[8],"may":[9],"not":[10],"have":[11],"the":[12,70],"knowledge":[13],"necessary":[14],"know":[16],"how":[17,31,44],"issue":[19,33],"effective":[20],"SQL":[21,34,47],"queries,":[22,35],"especially":[23],"in":[24],"scientific":[25],"databases.":[26],"To":[27],"help":[28],"users":[29,54],"learn":[30],"we":[36,42],"turn":[37],"recommendation.":[39],"In":[40],"particular,":[41],"consider":[43],"recommend":[46],"queries":[48],"and":[49,91],"other":[50],"relevant":[51],"features":[52],"using":[55],"nearest-neighbor":[56],"collaborative":[57],"filtering.":[58],"This":[59],"paper":[60,84],"presents":[61,92],"Skyrec":[62,118],"Summary,":[63],"an":[64,80,87],"improved":[65],"summary":[66,108,119],"method":[67,120],"which":[68],"represents":[69],"number":[71],"of":[72,106],"resulting":[73],"tuples":[74],"queried":[75],"from":[76],"each":[77],"session":[78],"as":[79],"importance":[81],"rating.":[82],"The":[83],"adopts":[85],"SkyServer,":[86],"astronomy":[88],"log":[89],"dataset,":[90],"SkyServer":[93,114],"Surfliner,":[94],"a":[95],"recommender":[96],"system":[97],"that":[98,117],"supports":[99],"interactive":[100],"database":[101],"exploration,":[102],"for":[103],"comparative":[104],"evaluation":[105],"different":[107],"methods.":[109],"A":[110],"user":[111],"study":[112],"on":[113],"Surfliner":[115],"shows":[116],"can":[121],"quickly":[122],"provide":[123],"helpful":[124],"query":[125],"recommendations.":[126]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}