{"id":"https://openalex.org/W3184112328","doi":"https://doi.org/10.1109/icit52682.2021.9491728","title":"Applying Test Driven Development in the Big Data Domain \u2013 Lessons From the Literature","display_name":"Applying Test Driven Development in the Big Data Domain \u2013 Lessons From the Literature","publication_year":2021,"publication_date":"2021-07-14","ids":{"openalex":"https://openalex.org/W3184112328","doi":"https://doi.org/10.1109/icit52682.2021.9491728","mag":"3184112328"},"language":"en","primary_location":{"id":"doi:10.1109/icit52682.2021.9491728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit52682.2021.9491728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Technology (ICIT)","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/A5024723011","display_name":"Daniel Staegemann","orcid":"https://orcid.org/0000-0001-9957-1003"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Daniel Staegemann","raw_affiliation_strings":["MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024034289","display_name":"Matthias Volk","orcid":"https://orcid.org/0000-0002-4835-919X"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Volk","raw_affiliation_strings":["MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042927295","display_name":"Erik Lautenschl\u00e4ger","orcid":null},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Erik Lautenschlager","raw_affiliation_strings":["Faculty of Economics, FernUniversit\u00e4t in Hagen, Hagen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, FernUniversit\u00e4t in Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059371297","display_name":"Matthias Pohl","orcid":"https://orcid.org/0000-0002-6241-7675"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Pohl","raw_affiliation_strings":["MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080773758","display_name":"Mohammad Abdallah","orcid":"https://orcid.org/0000-0002-3643-0104"},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Abdallah","raw_affiliation_strings":["Al-Zaytoonah University of Jordan, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087109830","display_name":"Klaus Turowski","orcid":"https://orcid.org/0000-0002-4388-8914"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus Turowski","raw_affiliation_strings":["MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MRCC VLBA, Otto-von-Guericke University, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.1018,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.97369319,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"511","last_page":"516"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.998199999332428,"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":0.998199999332428,"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":0.9968000054359436,"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/T11937","display_name":"Research Data Management Practices","score":0.9650999903678894,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8243334293365479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7145891189575195},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7116497755050659},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6673803329467773},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6181991696357727},{"id":"https://openalex.org/keywords/proposition","display_name":"Proposition","score":0.5546919107437134},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5181102156639099},{"id":"https://openalex.org/keywords/test-driven-development","display_name":"Test-driven development","score":0.4248631000518799},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.42405232787132263},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3577907979488373},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22190546989440918},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.14692983031272888},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.07787361741065979}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8243334293365479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7145891189575195},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7116497755050659},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6673803329467773},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6181991696357727},{"id":"https://openalex.org/C2777152325","wikidata":"https://www.wikidata.org/wiki/Q108163","display_name":"Proposition","level":2,"score":0.5546919107437134},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5181102156639099},{"id":"https://openalex.org/C4478048","wikidata":"https://www.wikidata.org/wiki/Q950250","display_name":"Test-driven development","level":4,"score":0.4248631000518799},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.42405232787132263},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3577907979488373},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22190546989440918},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.14692983031272888},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.07787361741065979},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit52682.2021.9491728","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icit52682.2021.9491728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information Technology (ICIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W201319891","https://openalex.org/W1604204580","https://openalex.org/W1704569944","https://openalex.org/W1967987130","https://openalex.org/W1986103833","https://openalex.org/W2000962350","https://openalex.org/W2003639649","https://openalex.org/W2008831000","https://openalex.org/W2014309790","https://openalex.org/W2023414777","https://openalex.org/W2035155297","https://openalex.org/W2047398661","https://openalex.org/W2080593923","https://openalex.org/W2095178814","https://openalex.org/W2103497247","https://openalex.org/W2118604270","https://openalex.org/W2120787570","https://openalex.org/W2125800352","https://openalex.org/W2131307433","https://openalex.org/W2133073371","https://openalex.org/W2136800703","https://openalex.org/W2159839830","https://openalex.org/W2172250756","https://openalex.org/W2182879415","https://openalex.org/W2261525379","https://openalex.org/W2281418997","https://openalex.org/W2475266777","https://openalex.org/W2484237927","https://openalex.org/W2514295870","https://openalex.org/W2551905807","https://openalex.org/W2561082026","https://openalex.org/W2595507424","https://openalex.org/W2603119212","https://openalex.org/W2609058090","https://openalex.org/W2736884738","https://openalex.org/W2750126764","https://openalex.org/W2802508687","https://openalex.org/W2804095534","https://openalex.org/W2885268795","https://openalex.org/W2885762727","https://openalex.org/W2888489504","https://openalex.org/W2910144928","https://openalex.org/W2921445108","https://openalex.org/W2945592875","https://openalex.org/W2947924134","https://openalex.org/W2949069589","https://openalex.org/W2966288243","https://openalex.org/W2967968860","https://openalex.org/W2983064247","https://openalex.org/W2986104320","https://openalex.org/W3016925986","https://openalex.org/W3026324959","https://openalex.org/W3026552348","https://openalex.org/W3038976147","https://openalex.org/W3039933085","https://openalex.org/W3048002286","https://openalex.org/W3082463427","https://openalex.org/W3143245542","https://openalex.org/W3154080946","https://openalex.org/W6608257161","https://openalex.org/W6685563270","https://openalex.org/W6686082040","https://openalex.org/W6766512419","https://openalex.org/W6767120844","https://openalex.org/W6782064738","https://openalex.org/W6794257003","https://openalex.org/W6819532379"],"related_works":["https://openalex.org/W2133515697","https://openalex.org/W3149206686","https://openalex.org/W3176453552","https://openalex.org/W3083729455","https://openalex.org/W2978688368","https://openalex.org/W2189411961","https://openalex.org/W2994602461","https://openalex.org/W2292172504","https://openalex.org/W1791157946","https://openalex.org/W3197208344"],"abstract_inverted_index":{"Big":[0],"data":[1,54,99],"has":[2],"evolved":[3],"to":[4,68,81],"a":[5],"ubiquitous":[6],"part":[7],"of":[8,19,35,46,74,94],"today's":[9],"society.":[10],"However,":[11],"despite":[12],"its":[13],"popularity,":[14],"the":[15,20,44,52,87,92,97],"development":[16,49],"and":[17,103],"testing":[18],"corresponding":[21],"applications":[22],"are":[23,29,101,110],"still":[24],"very":[25],"challenging":[26],"tasks":[27],"that":[28],"being":[30],"actively":[31],"researched":[32],"in":[33,51,96],"pursuit":[34],"ways":[36],"for":[37,91,107],"improvement.":[38],"One":[39],"newly":[40],"introduced":[41],"proposition":[42],"is":[43],"application":[45,93],"test":[47],"driven":[48],"(TDD)":[50],"big":[53,98],"domain.":[55],"To":[56],"facilitate":[57],"this":[58,82],"concept,":[59],"existing":[60],"literature":[61],"reviews":[62],"on":[63],"TDD":[64,95],"have":[65],"been":[66],"analyzed":[67],"extract":[69],"insights":[70],"from":[71],"those":[72],"sources":[73],"aggregated":[75],"knowledge,":[76],"which":[77],"can":[78],"be":[79],"applied":[80],"new":[83],"setting.":[84],"After":[85],"introducing":[86],"different":[88],"studies,":[89],"lessons":[90],"domain":[100],"deducted":[102],"discussed.":[104],"Finally,":[105],"avenues":[106],"future":[108],"works":[109],"proposed.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
