{"id":"https://openalex.org/W2969137401","doi":"https://doi.org/10.18293/seke2019-068","title":"CrowDevBot: A Task-Oriented Conversational Bot for Software Crowdsourcing Platform (S)","display_name":"CrowDevBot: A Task-Oriented Conversational Bot for Software Crowdsourcing Platform (S)","publication_year":2019,"publication_date":"2019-07-10","ids":{"openalex":"https://openalex.org/W2969137401","doi":"https://doi.org/10.18293/seke2019-068","mag":"2969137401"},"language":"en","primary_location":{"id":"doi:10.18293/seke2019-068","is_oa":false,"landing_page_url":"https://doi.org/10.18293/seke2019-068","pdf_url":null,"source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5070688515","display_name":"Zeyu Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Ni","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045672909","display_name":"Beijun Shen","orcid":"https://orcid.org/0000-0001-8370-3956"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Beijun Shen","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107464006","display_name":"Yuting Chen","orcid":"https://orcid.org/0009-0004-6696-052X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Chen","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112462287","display_name":"Zhangyuan Meng","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangyuan Meng","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100616438","display_name":"Junming Cao","orcid":"https://orcid.org/0009-0007-4118-7376"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junming Cao","raw_affiliation_strings":["School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"410","last_page":"414"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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/T10028","display_name":"Topic Modeling","score":0.9995999932289124,"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/T10260","display_name":"Software Engineering Research","score":0.9957000017166138,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9957000017166138,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9310898780822754},{"id":"https://openalex.org/keywords/crowdsourcing-software-development","display_name":"Crowdsourcing software development","score":0.8628402948379517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7671788930892944},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6360701322555542},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.626655101776123},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5896923542022705},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5719108581542969},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.464901328086853},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4523974657058716},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38601166009902954},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.37330517172813416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2929537296295166},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.19190070033073425},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13009479641914368},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11720052361488342}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9310898780822754},{"id":"https://openalex.org/C32810761","wikidata":"https://www.wikidata.org/wiki/Q17082146","display_name":"Crowdsourcing software development","level":5,"score":0.8628402948379517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7671788930892944},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6360701322555542},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.626655101776123},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5896923542022705},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5719108581542969},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.464901328086853},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4523974657058716},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38601166009902954},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.37330517172813416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2929537296295166},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.19190070033073425},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13009479641914368},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11720052361488342},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2019-068","is_oa":false,"landing_page_url":"https://doi.org/10.18293/seke2019-068","pdf_url":null,"source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1533946607","https://openalex.org/W1614298861","https://openalex.org/W1832693441","https://openalex.org/W1980340273","https://openalex.org/W2094472029","https://openalex.org/W2104408895","https://openalex.org/W2109015596","https://openalex.org/W2110360823","https://openalex.org/W2120375264","https://openalex.org/W2141099517","https://openalex.org/W2147880316","https://openalex.org/W2546705944","https://openalex.org/W2604580630","https://openalex.org/W2734608416","https://openalex.org/W2745069953","https://openalex.org/W2952639207","https://openalex.org/W2963064439","https://openalex.org/W2963578188","https://openalex.org/W2963738950","https://openalex.org/W2963797754"],"related_works":["https://openalex.org/W2512762878","https://openalex.org/W162737300","https://openalex.org/W2520748299","https://openalex.org/W2033745466","https://openalex.org/W2520160102","https://openalex.org/W2046555014","https://openalex.org/W3131060711","https://openalex.org/W2548342535","https://openalex.org/W3125008079","https://openalex.org/W2287983667"],"abstract_inverted_index":{"With":[0],"the":[1,7,93,112,132,139,175,179,182,196],"trends":[2],"of":[3,18,60,95,115,134,172,184,195],"developing":[4],"software":[5,10,27,40,102,127,151],"on":[6,157,174],"Internet,":[8],"many":[9],"crowdsourcing":[11,41,128,152],"platforms":[12],"are":[13],"emerging.They":[14],"attract":[15],"a":[16,35,54,66,101,143],"lot":[17],"developers":[19],"to":[20,45,75,91,106],"bid":[21],"for":[22,39],"crowdsourced":[23],"projects":[24],"and":[25,69,98,110,120],"develop":[26],"systems":[28],"collaboratively.In":[29],"this":[30,137],"paper,":[31],"we":[32],"present":[33],"CrowDevBot,":[34],"task-oriented":[36,144],"conversational":[37,145],"bot":[38,146],"platform,":[42],"that":[43,142,165,194],"aims":[44],"assist":[46],"online":[47],"users":[48],"in":[49,53,130,150],"completing":[50],"crowdsourcing-related":[51],"tasks":[52],"more":[55],"natural":[56],"manner.The":[57],"key":[58,113],"idea":[59],"CrowDevBot":[61,119],"is":[62,138,147],"to:":[63],"(1)":[64],"combine":[65],"rulebased":[67],"method":[68,74,87,169],"an":[70,81,125],"SVM-NaiveBayes-C4.5":[71],"integrated":[72,82,186],"learning":[73],"discover":[76],"users'":[77],"intention;":[78],"(2)":[79],"employ":[80],"CRF":[83,187,198],"(conditional":[84],"random":[85],"field)":[86],"with":[88],"novel":[89],"features":[90],"improve":[92],"performance":[94],"slot":[96,180],"filling;":[97],"(3)":[99],"leverage":[100],"service":[103],"knowledge":[104],"base":[105],"unify":[107],"entity":[108],"names":[109],"predefine":[111],"slots":[114],"user":[116],"query.We":[117],"implement":[118],"integrate":[121],"it":[122],"into":[123],"JointForce,":[124],"IT":[126],"platform":[129],"China.To":[131],"best":[133],"our":[135,155,166,185],"knowledge,":[136],"first":[140],"time":[141],"practically":[148],"used":[149],"platform(s).We":[153],"evaluated":[154],"approach":[156],"real":[158],"data":[159],"set":[160],"from":[161],"JointForce.The":[162],"results":[163],"show":[164],"intention":[167],"detecting":[168],"achieves":[170],"F1-score":[171,183],"87%":[173],"limited":[176],"training":[177],"data.For":[178],"filling,":[181],"model":[188],"reaches":[189],"82%,":[190],"8%":[191],"higher":[192],"than":[193],"normal":[197],"model.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}