{"id":"https://openalex.org/W4320075269","doi":"https://doi.org/10.1145/3528588.3528656","title":"Automatic identification of informative code in stack overflow posts","display_name":"Automatic identification of informative code in stack overflow posts","publication_year":2022,"publication_date":"2022-05-21","ids":{"openalex":"https://openalex.org/W4320075269","doi":"https://doi.org/10.1145/3528588.3528656"},"language":"en","primary_location":{"id":"doi:10.1145/3528588.3528656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3528588.3528656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3528588.3528656","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Natural Language-based Software Engineering","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3528588.3528656","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049106181","display_name":"Preetha Chatterjee","orcid":"https://orcid.org/0000-0003-3057-7807"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Preetha Chatterjee","raw_affiliation_strings":["Drexel University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drexel University","institution_ids":["https://openalex.org/I72816309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049106181"],"corresponding_institution_ids":["https://openalex.org/I72816309"],"apc_list":null,"apc_paid":null,"fwci":0.6372,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77196738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9990000128746033,"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":0.9990000128746033,"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/T12607","display_name":"Personal Information Management and User Behavior","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T11675","display_name":"Open Source Software Innovations","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.8320919275283813},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6361846923828125},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.6094907522201538},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.5963186025619507},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5818442702293396},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5488002896308899},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5477896332740784},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.5473955273628235},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.46966254711151123},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43338045477867126},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4218590557575226},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.3532811403274536},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3463571071624756},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31279605627059937},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22197562456130981},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.197368323802948}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8320919275283813},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6361846923828125},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.6094907522201538},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.5963186025619507},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5818442702293396},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5488002896308899},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5477896332740784},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.5473955273628235},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.46966254711151123},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43338045477867126},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4218590557575226},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.3532811403274536},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3463571071624756},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31279605627059937},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22197562456130981},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.197368323802948},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3528588.3528656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3528588.3528656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3528588.3528656","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Natural Language-based Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3528588.3528656","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3528588.3528656","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3528588.3528656","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Natural Language-based Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1833911422","https://openalex.org/W1982235297","https://openalex.org/W2097125878","https://openalex.org/W2114732275","https://openalex.org/W2167347019","https://openalex.org/W2342696155","https://openalex.org/W2347054793","https://openalex.org/W2528727228","https://openalex.org/W2537967727","https://openalex.org/W2955411938","https://openalex.org/W2982364419","https://openalex.org/W4253813365","https://openalex.org/W4255089469","https://openalex.org/W4255108598"],"related_works":["https://openalex.org/W3006945192","https://openalex.org/W2904997879","https://openalex.org/W1976804602","https://openalex.org/W2390554102","https://openalex.org/W2909969119","https://openalex.org/W2098629748","https://openalex.org/W656101134","https://openalex.org/W3135060008","https://openalex.org/W2390085541","https://openalex.org/W1990888989"],"abstract_inverted_index":{"Despite":[0],"Stack":[1,118],"Overflow's":[2],"popularity":[3],"as":[4],"a":[5,19,26,61,81,95],"resource":[6],"for":[7,32],"solving":[8],"coding":[9],"problems,":[10],"identifying":[11],"relevant":[12,63,104],"information":[13,24],"from":[14,80],"an":[15],"individual":[16],"post":[17,27,62],"remains":[18],"challenge.":[20],"The":[21,83],"overload":[22],"of":[23,85,93,112],"in":[25],"can":[28],"make":[29],"it":[30],"difficult":[31],"developers":[33],"to":[34,46,60,64,73,89,98,103],"identify":[35,49],"specific":[36],"and":[37,76,107],"targeted":[38],"code":[39,51,78,105],"fixes.":[40],"In":[41],"this":[42],"paper,":[43],"we":[44,68],"aim":[45],"help":[47,116],"users":[48],"informative":[50],"segments,":[52,106],"once":[53],"they":[54],"have":[55],"narrowed":[56],"down":[57],"their":[58,65],"search":[59],"task.":[66],"Specifically,":[67],"explore":[69],"natural":[70],"language-based":[71],"approaches":[72],"extract":[74],"problematic":[75],"suggested":[77],"pairs":[79],"post.":[82],"goal":[84],"the":[86,91,100,110],"study":[87],"is":[88],"investigate":[90],"potential":[92],"designing":[94],"browser":[96],"extension":[97],"draw":[99],"readers'":[101],"attention":[102],"thus":[108],"improve":[109],"experience":[111],"software":[113],"engineers":[114],"seeking":[115],"on":[117],"Overflow.":[119]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-19T21:40:30.786675","created_date":"2025-10-10T00:00:00"}
