{"id":"https://openalex.org/W2903187150","doi":"https://doi.org/10.1109/icacci.2018.8554475","title":"Task Personalization for Inexpertise Workers in Incentive Based Crowdsourcing Platforms","display_name":"Task Personalization for Inexpertise Workers in Incentive Based Crowdsourcing Platforms","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2903187150","doi":"https://doi.org/10.1109/icacci.2018.8554475","mag":"2903187150"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2018.8554475","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5070691320","display_name":"Ayswarya R Kurup","orcid":"https://orcid.org/0000-0003-3390-9360"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ayswarya R Kurup","raw_affiliation_strings":["Dept of Computer Science and Engineering, Amrita School of Engineering Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Dept of Computer Science and Engineering, Amrita School of Engineering Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073768586","display_name":"G P Sajeev","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G P Sajeev","raw_affiliation_strings":["Dept of Computer Science and Engineering, Amrita School of Engineering Amrita Vishwa Vidyapeetham, Amritapuri, India"],"affiliations":[{"raw_affiliation_string":"Dept of Computer Science and Engineering, Amrita School of Engineering Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070691320"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":null,"apc_paid":null,"fwci":1.8908,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88306845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"292"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":1.0,"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"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","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/T11182","display_name":"Auction Theory and Applications","score":0.9740999937057495,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/crowdsourcing","display_name":"Crowdsourcing","score":0.984309196472168},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7965906858444214},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7370951175689697},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.724420964717865},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5649443864822388},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5471053719520569},{"id":"https://openalex.org/keywords/crowdsourcing-software-development","display_name":"Crowdsourcing software development","score":0.5152044892311096},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5067718625068665},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4425833225250244},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4376312792301178},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4343261122703552},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.30569371581077576},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.16054755449295044},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13963758945465088},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.06823250651359558}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.984309196472168},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7965906858444214},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7370951175689697},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.724420964717865},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5649443864822388},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5471053719520569},{"id":"https://openalex.org/C32810761","wikidata":"https://www.wikidata.org/wiki/Q17082146","display_name":"Crowdsourcing software development","level":5,"score":0.5152044892311096},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5067718625068665},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4425833225250244},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4376312792301178},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4343261122703552},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30569371581077576},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.16054755449295044},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13963758945465088},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.06823250651359558},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2018.8554475","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2018.8554475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W960037631","https://openalex.org/W1659833910","https://openalex.org/W1670817312","https://openalex.org/W1969579764","https://openalex.org/W2037249611","https://openalex.org/W2041997298","https://openalex.org/W2101409192","https://openalex.org/W2145691535","https://openalex.org/W2167665700","https://openalex.org/W2171913066","https://openalex.org/W2217402295","https://openalex.org/W2334524029","https://openalex.org/W2335974056","https://openalex.org/W2340729936","https://openalex.org/W2546677131","https://openalex.org/W2574988924","https://openalex.org/W2579968393","https://openalex.org/W2745009486","https://openalex.org/W2765623068","https://openalex.org/W2773536872","https://openalex.org/W3122383744","https://openalex.org/W4285719527","https://openalex.org/W4292341621","https://openalex.org/W6625472697","https://openalex.org/W6684560093","https://openalex.org/W6745350773"],"related_works":["https://openalex.org/W2512762878","https://openalex.org/W2030793160","https://openalex.org/W2397281630","https://openalex.org/W2033745466","https://openalex.org/W162737300","https://openalex.org/W2011363905","https://openalex.org/W2520160102","https://openalex.org/W2046555014","https://openalex.org/W2548342535","https://openalex.org/W3131060711"],"abstract_inverted_index":{"Crowdsourcing":[0],"is":[1,26,60,87],"an":[2],"emerging":[3],"technology":[4],"which":[5],"enables":[6],"human":[7,27],"workers":[8,34,59],"to":[9],"perform":[10],"the":[11],"task":[12,41,45,53,71],"that":[13],"cannot":[14],"be":[15],"done":[16],"using":[17,74],"automated":[18],"tools.":[19],"The":[20,84],"crucial":[21],"constituent":[22],"of":[23,80],"crowdsourcing":[24,30],"platform":[25],"workers.":[28,83],"Since":[29],"platforms":[31],"are":[32],"overcrowded,":[33],"find":[35],"difficulty":[36],"in":[37],"selecting":[38],"a":[39,70],"suitable":[40],"for":[42,55],"them.":[43],"Employing":[44],"recommendation":[46,54,72],"systems":[47],"could":[48],"improve":[49],"this":[50,66],"situation.":[51],"However,":[52],"new":[56],"and":[57,77,94],"inexpert":[58],"not":[61],"explored":[62],"well.":[63],"We":[64],"address":[65],"problem":[67],"by":[68],"designing":[69],"model":[73,86],"skill":[75],"taxonomy":[76],"participation":[78],"probability":[79],"existing":[81],"expert":[82],"proposed":[85],"validated":[88],"through":[89],"experimentation":[90],"with":[91],"both":[92],"real":[93],"synthetic":[95],"dataset.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}