{"id":"https://openalex.org/W2914519967","doi":"https://doi.org/10.1109/bigdata.2018.8622573","title":"What is Good Feedback in Big Data Projects for Cyberinfrastructure Diffusion in e-Science?","display_name":"What is Good Feedback in Big Data Projects for Cyberinfrastructure Diffusion in e-Science?","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914519967","doi":"https://doi.org/10.1109/bigdata.2018.8622573","mag":"2914519967"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2018.8622573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","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/A5083093074","display_name":"Kerk F. Kee","orcid":"https://orcid.org/0000-0002-0543-5009"},"institutions":[{"id":"https://openalex.org/I185071736","display_name":"Chapman University","ror":"https://ror.org/0452jzg20","country_code":"US","type":"education","lineage":["https://openalex.org/I185071736"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kerk F. Kee","raw_affiliation_strings":["School of Communication, Chapman University, Orange, CA, USA"],"affiliations":[{"raw_affiliation_string":"School of Communication, Chapman University, Orange, CA, USA","institution_ids":["https://openalex.org/I185071736"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036811808","display_name":"Jamie C. McCain","orcid":null},"institutions":[{"id":"https://openalex.org/I185071736","display_name":"Chapman University","ror":"https://ror.org/0452jzg20","country_code":"US","type":"education","lineage":["https://openalex.org/I185071736"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jamie C. McCain","raw_affiliation_strings":["School of Communication, Chapman University, Orange, CA, USA"],"affiliations":[{"raw_affiliation_string":"School of Communication, Chapman University, Orange, CA, USA","institution_ids":["https://openalex.org/I185071736"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083093074"],"corresponding_institution_ids":["https://openalex.org/I185071736"],"apc_list":null,"apc_paid":null,"fwci":0.4976,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82976346,"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":"2804","last_page":"2812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9969000220298767,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.9292757511138916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7311146259307861},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7258879542350769},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.703683078289032},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.6312267780303955},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.584882378578186},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.542750358581543},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5172991752624512},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4897747039794922},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4763481914997101},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35662347078323364},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.24951723217964172},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.17284148931503296},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1273438036441803}],"concepts":[{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.9292757511138916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7311146259307861},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7258879542350769},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.703683078289032},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.6312267780303955},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.584882378578186},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.542750358581543},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5172991752624512},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4897747039794922},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4763481914997101},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35662347078323364},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24951723217964172},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.17284148931503296},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1273438036441803},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata.2018.8622573","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2018.8622573","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W53473676","https://openalex.org/W54461382","https://openalex.org/W1533707383","https://openalex.org/W1581907134","https://openalex.org/W1607675442","https://openalex.org/W1995875735","https://openalex.org/W2039688578","https://openalex.org/W2044565735","https://openalex.org/W2061002318","https://openalex.org/W2064244703","https://openalex.org/W2068172675","https://openalex.org/W2088594554","https://openalex.org/W2097968575","https://openalex.org/W2098760728","https://openalex.org/W2106712616","https://openalex.org/W2133889562","https://openalex.org/W2146691185","https://openalex.org/W2207131393","https://openalex.org/W2327333842","https://openalex.org/W2329395632","https://openalex.org/W2340139852","https://openalex.org/W2583184028","https://openalex.org/W2584518130","https://openalex.org/W2770314099","https://openalex.org/W2783539096","https://openalex.org/W2783859988","https://openalex.org/W2993383518","https://openalex.org/W4210530542","https://openalex.org/W4248656276","https://openalex.org/W6602257105","https://openalex.org/W6648982606","https://openalex.org/W6681517862"],"related_works":["https://openalex.org/W273500195","https://openalex.org/W2043019925","https://openalex.org/W4236056781","https://openalex.org/W4293768956","https://openalex.org/W2773781927","https://openalex.org/W2184477657","https://openalex.org/W90628286","https://openalex.org/W1696735061","https://openalex.org/W2152811545","https://openalex.org/W1999096178"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"the":[3,47,89,99,161,164],"role":[4],"of":[5,19,51,92,101,115,163,186,204],"feedback":[6,121,146,187],"in":[7,15,94,124,156,207],"big":[8,125],"data":[9,62,69,126],"projects":[10,127],"for":[11,82,139,188],"cyberinfrastructure":[12],"(CI)":[13],"diffusion":[14,203],"e-science.":[16,208],"For":[17],"many":[18],"these":[20],"projects,":[21],"large-scale":[22],"and":[23,27,30,44,49,136,154,168,197,202],"heterogeneous":[24],"datasets,":[25],"multidisciplinary":[26],"dispersed":[28],"experts,":[29],"advanced":[31],"technologies":[32],"are":[33,54,106],"brought":[34],"together":[35],"to":[36,78,87,108,170,182],"harness":[37],"analytic":[38],"insights.":[39],"However,":[40],"without":[41,58],"effective":[42],"CI":[43,59,103,205],"computational":[45],"tools,":[46,60,190],"accuracy":[48],"meaningfulness":[50],"analytics":[52,70],"results":[53],"compromised.":[55],"In":[56,76],"fact,":[57],"raw":[61,64],"remain":[63],"with":[65,98,195],"hidden":[66],"insights,":[67],"as":[68],"cannot":[71],"be":[72,171,183],"executed":[73],"at":[74],"all.":[75],"order":[77],"improve":[79],"such":[80],"tools":[81,104,132,206],"meaningful":[83],"results,":[84],"we":[85,118,174],"argue":[86],"conceptualize":[88],"communication":[90,194],"mechanism":[91],"`feedback'":[93],"agile":[95],"software":[96],"development,":[97],"goal":[100],"producing":[102],"that":[105,120,176],"responsive":[107],"users.":[109],"Based":[110],"on":[111],"a":[112,157],"grounded":[113],"analysis":[114],"interview":[116],"data,":[117],"concluded":[119],"helps":[122],"developers":[123,140,181],"understand":[128],"users'":[129],"needs,":[130],"makes":[131],"user-friendly,":[133],"prevents":[134],"emergencies,":[135],"is":[137,147],"better":[138],"than":[141],"no":[142],"feedback.":[143],"Furthermore,":[144],"good":[145],"often":[148],"structured,":[149],"specific,":[150],"actionable,":[151],"timely,":[152],"generalizable,":[153],"delivered":[155],"tactful":[158],"way.":[159],"Despite":[160],"limitation":[162],"findings":[165],"being":[166],"exploratory":[167],"yet":[169],"evaluated":[172],"experimentally,":[173],"argued":[175],"they":[177],"still":[178],"can":[179],"motivate":[180],"proactive":[184],"seekers":[185],"their":[189],"productively":[191],"guide":[192],"developers'":[193],"users,":[196],"ultimately":[198],"promote":[199],"further":[200],"adoption":[201]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}