{"id":"https://openalex.org/W2613263400","doi":"https://doi.org/10.1145/3041021.3053051","title":"Predicting the Impact of Software Engineering Topics","display_name":"Predicting the Impact of Software Engineering Topics","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2613263400","doi":"https://doi.org/10.1145/3041021.3053051","mag":"2613263400"},"language":"en","primary_location":{"id":"doi:10.1145/3041021.3053051","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3053051","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3041021.3053051","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005045185","display_name":"Santonu Sarkar","orcid":"https://orcid.org/0000-0001-9470-7012"},"institutions":[{"id":"https://openalex.org/I4210148827","display_name":"Birla Institute of Technology and Science, Pilani - Goa Campus","ror":"https://ror.org/046sh6j17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210148827","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Santonu Sarkar","raw_affiliation_strings":["Birla Institute of Technology and Science Pilani, K K Birla Goa Campus, India"],"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology and Science Pilani, K K Birla Goa Campus, India","institution_ids":["https://openalex.org/I4210148827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055601166","display_name":"Rumana Lakdawala","orcid":"https://orcid.org/0000-0002-9992-6035"},"institutions":[{"id":"https://openalex.org/I4210148827","display_name":"Birla Institute of Technology and Science, Pilani - Goa Campus","ror":"https://ror.org/046sh6j17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210148827","https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rumana Lakdawala","raw_affiliation_strings":["Birla Institute of Technology and Science Pilani, K K Birla Goa Campus, India"],"affiliations":[{"raw_affiliation_string":"Birla Institute of Technology and Science Pilani, K K Birla Goa Campus, India","institution_ids":["https://openalex.org/I4210148827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035733369","display_name":"Subhajit Datta","orcid":"https://orcid.org/0000-0001-9161-7951"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Subhajit Datta","raw_affiliation_strings":["Singapore University of Technology and Design, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore University of Technology and Design, Singapore, Singapore","institution_ids":["https://openalex.org/I152815399"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005045185"],"corresponding_institution_ids":["https://openalex.org/I4210148827"],"apc_list":null,"apc_paid":null,"fwci":0.4521,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69971046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1251","last_page":"1257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.9700999855995178,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.960099995136261,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7274847030639648},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.6706493496894836},{"id":"https://openalex.org/keywords/citation","display_name":"Citation","score":0.6655910015106201},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6109386682510376},{"id":"https://openalex.org/keywords/engineering-research","display_name":"Engineering research","score":0.47737619280815125},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45605868101119995},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.4513702094554901},{"id":"https://openalex.org/keywords/citation-analysis","display_name":"Citation analysis","score":0.41963285207748413},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3063320815563202},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19905167818069458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7274847030639648},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.6706493496894836},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.6655910015106201},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6109386682510376},{"id":"https://openalex.org/C2781466431","wikidata":"https://www.wikidata.org/wiki/Q5377897","display_name":"Engineering research","level":2,"score":0.47737619280815125},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45605868101119995},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.4513702094554901},{"id":"https://openalex.org/C105345328","wikidata":"https://www.wikidata.org/wiki/Q206276","display_name":"Citation analysis","level":3,"score":0.41963285207748413},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3063320815563202},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19905167818069458},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3041021.3053051","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3053051","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-6589","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/cgi/viewcontent.cgi?article=6589&context=sis_research","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"https://doi.org/10.1145/3041021.3053051","raw_type":"Conference Proceeding Article"}],"best_oa_location":{"id":"doi:10.1145/3041021.3053051","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3041021.3053051","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on World Wide Web Companion - WWW '17 Companion","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W421174974","https://openalex.org/W1880262756","https://openalex.org/W1932742904","https://openalex.org/W1972230306","https://openalex.org/W1973198378","https://openalex.org/W1976435923","https://openalex.org/W1985082033","https://openalex.org/W1998681741","https://openalex.org/W2022322548","https://openalex.org/W2054096179","https://openalex.org/W2063294070","https://openalex.org/W2066752129","https://openalex.org/W2069656088","https://openalex.org/W2088209891","https://openalex.org/W2104977387","https://openalex.org/W2124689612","https://openalex.org/W2167914106","https://openalex.org/W2430741082","https://openalex.org/W2994907129","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W1584628001","https://openalex.org/W2036641180","https://openalex.org/W2106813246","https://openalex.org/W1555885145","https://openalex.org/W2913606393","https://openalex.org/W4301631911","https://openalex.org/W2126953195","https://openalex.org/W2963194187","https://openalex.org/W2798519116","https://openalex.org/W2161216836"],"abstract_inverted_index":{"Predicting":[0],"the":[1,44,96,110,121,136],"future":[2],"is":[3,113],"hard,":[4],"more":[5,71],"so":[6],"in":[7,43,124],"active":[8],"research":[9,23,29,34,45,143,154],"areas.":[10],"In":[11,53],"this":[12,54],"paper,":[13],"we":[14],"customize":[15],"an":[16],"established":[17],"model":[18,100,112],"for":[19,47,103,118,148],"citation":[20,139],"prediction":[21,99,141],"of":[22,62,82,95,120,138,140,142],"papers":[24,68],"and":[25,145],"apply":[26],"it":[27],"on":[28],"topics.":[30],"We":[31,90],"argue":[32],"that":[33],"topics,":[35,144],"rather":[36],"than":[37,72],"individual":[38,149],"publications,":[39],"have":[40],"wider":[41],"relevance":[42],"ecosystem,":[46],"individuals":[48],"as":[49,51,151,153],"well":[50,152],"organizations.":[52],"study,":[55],"topics":[56,122],"are":[57,101],"extracted":[58],"from":[59,132],"a":[60,80,104],"corpus":[61],"software":[63],"engineering":[64],"publications":[65],"covering":[66],"55,000+":[67],"written":[69],"by":[70],"70,000":[73],"authors":[74],"across":[75],"56":[76],"publication":[77],"venues,":[78],"over":[79],"span":[81],"38":[83],"years,":[84],"using":[85],"natural":[86],"language":[87],"processing":[88],"techniques.":[89],"demonstrate":[91],"how":[92],"critical":[93],"aspects":[94],"original":[97],"paper-based":[98],"valid":[102],"topic-based":[105],"approach.":[106],"Our":[107],"results":[108,134],"indicate":[109,135],"customized":[111],"able":[114],"to":[115],"predict":[116],"citations":[117],"many":[119],"considered":[123],"our":[125],"study":[126],"with":[127],"reasonably":[128],"high":[129],"accuracy.":[130],"Insights":[131],"these":[133],"promise":[137],"its":[146],"utility":[147],"researchers,":[150],"groups.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}