{"id":"https://openalex.org/W2004247102","doi":null,"title":"Automatic Query Reformulations for Text Retrieval in Software Engineering","display_name":"Automatic Query Reformulations for Text Retrieval in Software Engineering","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2004247102","mag":"2004247102"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.646.9895","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.646.9895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://menzies.us/pdf/13query.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5107891733","display_name":"Sonia Haiduc","orcid":"https://orcid.org/0000-0001-8793-8293","observed_orcids":["https://orcid.org/0000-0001-8793-8293"]},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sonia Haiduc","raw_affiliation_strings":["Wayne State University Detroit MI USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wayne State University Detroit MI USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056526226","display_name":"Gabriele Bavota","orcid":"https://orcid.org/0000-0002-2216-3148","observed_orcids":["https://orcid.org/0000-0002-2216-3148"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Bavota","raw_affiliation_strings":["University of Salerno , Fisciano , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno , Fisciano , Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070230554","display_name":"Andrian Marcus","orcid":"https://orcid.org/0000-0001-5450-5598","observed_orcids":["https://orcid.org/0000-0001-5450-5598"]},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrian Marcus","raw_affiliation_strings":["Wayne State University Detroit MI USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wayne State University Detroit MI USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009727039","display_name":"Rocco Oliveto","orcid":"https://orcid.org/0000-0002-7995-8582","observed_orcids":["https://orcid.org/0000-0002-7995-8582"]},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rocco Oliveto","raw_affiliation_strings":["[University of Molise, Pesche, Italy]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[University of Molise, Pesche, Italy]","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079088548","display_name":"Andrea De Lucia","orcid":"https://orcid.org/0000-0002-4238-1425","observed_orcids":["https://orcid.org/0000-0002-4238-1425"]},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea De Lucia","raw_affiliation_strings":["University of Salerno , Fisciano , Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Salerno , Fisciano , Italy","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077008083","display_name":"Tim Menzies","orcid":"https://orcid.org/0000-0002-5040-3196","observed_orcids":["https://orcid.org/0000-0002-5040-3196"]},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tim Menzies","raw_affiliation_strings":["University of West Virginia, Morgantown, WV USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of West Virginia, Morgantown, WV USA","institution_ids":["https://openalex.org/I12097938"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":34.7211,"has_fulltext":false,"cited_by_count":167,"citation_normalized_percentile":{"value":0.99697384,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9945999979972839,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.004900000058114529,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":9.999999747378752e-05,"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/query-reformulation","display_name":"query rewriting","score":0.9559999704360962},{"id":"https://openalex.org/keywords/text-retrieval","display_name":"text retrieval","score":0.8429999947547913},{"id":"https://openalex.org/keywords/software-engineering","display_name":"software engineering","score":0.7129999995231628},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.8349999785423279},{"id":"https://openalex.org/keywords/concept-location","display_name":"concept location","score":0.6320000290870667},{"id":"https://openalex.org/keywords/source-code-retrieval","display_name":"source code retrieval","score":0.6809999942779541},{"id":"https://openalex.org/keywords/feature-location","display_name":"feature location","score":0.7519999742507935},{"id":"https://openalex.org/keywords/traceability","display_name":"traceability","score":0.6420000195503235},{"id":"https://openalex.org/keywords/refactoring","display_name":"refactoring","score":0.6790000200271606},{"id":"https://openalex.org/keywords/software-reuse","display_name":"software reuse","score":0.7570000290870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8867396712303162},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.72802734375},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6629878282546997},{"id":"https://openalex.org/C157692150","wikidata":"https://www.wikidata.org/wiki/Q2919848","display_name":"Query optimization","level":2,"score":0.6034517884254456},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.5771839618682861},{"id":"https://openalex.org/C118689300","wikidata":"https://www.wikidata.org/wiki/Q7978614","display_name":"Web query classification","level":4,"score":0.556490421295166},{"id":"https://openalex.org/C192939062","wikidata":"https://www.wikidata.org/wiki/Q104840822","display_name":"Sargable","level":4,"score":0.5177021026611328},{"id":"https://openalex.org/C192028432","wikidata":"https://www.wikidata.org/wiki/Q845739","display_name":"Query language","level":2,"score":0.516681432723999},{"id":"https://openalex.org/C194222762","wikidata":"https://www.wikidata.org/wiki/Q114486","display_name":"Query by Example","level":4,"score":0.4739687144756317},{"id":"https://openalex.org/C164120249","wikidata":"https://www.wikidata.org/wiki/Q995982","display_name":"Web search query","level":3,"score":0.46215254068374634},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.44957906007766724},{"id":"https://openalex.org/C172722865","wikidata":"https://www.wikidata.org/wiki/Q2302053","display_name":"Spatial query","level":5,"score":0.44869235157966614},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3412717878818512},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33834734559059143},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17973923683166504},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.15087684988975525},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.646.9895","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.646.9895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://menzies.us/pdf/13query.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.715.1348","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.715.1348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.inf.unibz.it/%7Egbavota/papers/icse2013_QueryReformulation.pdf","raw_type":"text"},{"id":"pmh:oai:iris.unimol.it:11695/16983","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11695/16983","pdf_url":null,"source":{"id":"https://openalex.org/S7407055127","display_name":"Archivio Istituzionale della Ricerca - Universit\u00e0 degli Studi del Molise","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W262937344","https://openalex.org/W1539495021","https://openalex.org/W1557757161","https://openalex.org/W1594031697","https://openalex.org/W1970264769","https://openalex.org/W1984565341","https://openalex.org/W1993692165","https://openalex.org/W1999322447","https://openalex.org/W2012313588","https://openalex.org/W2047573930","https://openalex.org/W2050396504","https://openalex.org/W2054805201","https://openalex.org/W2099706779","https://openalex.org/W2100176907","https://openalex.org/W2110220994","https://openalex.org/W2111909698","https://openalex.org/W2118202700","https://openalex.org/W2121044470","https://openalex.org/W2135866290","https://openalex.org/W2138051266","https://openalex.org/W2138410417","https://openalex.org/W2143569040","https://openalex.org/W2157949509","https://openalex.org/W2167527590","https://openalex.org/W2793679191","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W1991627356","https://openalex.org/W17193775","https://openalex.org/W2619825482","https://openalex.org/W4253688784","https://openalex.org/W3195370809","https://openalex.org/W4383067302","https://openalex.org/W2017974706","https://openalex.org/W2516609490","https://openalex.org/W3160339882","https://openalex.org/W2908872804"],"abstract_inverted_index":{"Abstract\u2014There":[0],"are":[1,129],"more":[2],"than":[3],"twenty":[4],"distinct":[5],"software":[6],"engi-neering":[7],"tasks":[8],"addressed":[9],"with":[10,28,89],"text":[11],"retrieval":[12,38],"(TR)":[13],"techniques,":[14],"such":[15],"as,":[16],"traceability":[17],"link":[18],"recovery,":[19],"feature":[20],"location,":[21],"refactoring,":[22],"reuse,":[23],"etc.":[24],"A":[25],"common":[26],"issue":[27],"all":[29],"TR":[30],"applications":[31],"is":[32,59,87,156],"that":[33,108,128],"the":[34,37,42,45,73,115,118,140,159,170,186],"results":[35],"of":[36,44,92,117,161,185],"depend":[39],"largely":[40],"on":[41,83,114],"quality":[43],"query.":[46,119],"When":[47],"a":[48,60,69,78,90,99,105],"query":[49,71,177],"performs":[50],"poorly,":[51],"it":[52,102,155],"has":[53],"to":[54,143,176],"be":[55],"reformulated":[56],"and":[57,94,152,154,172],"this":[58],"difficult":[61],"task":[62],"for":[63,98,139],"someone":[64],"who":[65],"had":[66],"trouble":[67],"writing":[68],"good":[70],"in":[72,131,150,158,165,182],"first":[74],"place.":[75],"We":[76,120],"propose":[77],"recommender":[79],"(called":[80],"Refoqus)":[81],"based":[82,113],"machine":[84],"learning,":[85],"which":[86],"trained":[88],"sample":[91],"queries":[93],"relevant":[95],"results.":[96],"Then,":[97],"given":[100],"query,":[101],"automatically":[103],"recommends":[104],"reformulation":[106],"strategy":[107],"should":[109],"improve":[110],"its":[111,173],"performance,":[112],"properties":[116],"evaluated":[121],"Refoqus":[122,168],"empirically":[123],"against":[124],"four":[125],"baseline":[126],"approaches":[127],"used":[130,138,157],"natural":[132],"language":[133],"document":[134],"retrieval.":[135],"The":[136],"data":[137],"evaluation":[141],"corresponds":[142],"changes":[144],"from":[145],"five":[146],"open":[147],"source":[148,166],"systems":[149],"Java":[151],"C++":[153],"context":[160],"TR-based":[162],"concept":[163],"location":[164],"code.":[167],"outperformed":[169],"baselines":[171],"recommendations":[174],"lead":[175],"performance":[178],"improvement":[179],"or":[180],"preservation":[181],"84":[183],"%":[184],"cases":[187],"(in":[188],"average).":[189],"Index":[190],"Terms\u2014Text":[191],"Retrieval,":[192],"Query":[193],"Reformulation.":[194],"I.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":22},{"year":2019,"cited_by_count":17},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":23},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
