{"id":"https://openalex.org/W4386249865","doi":"https://doi.org/10.1109/icit58056.2023.10225767","title":"Towards the Application of Test Driven Development in Big Data Engineering","display_name":"Towards the Application of Test Driven Development in Big Data Engineering","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4386249865","doi":"https://doi.org/10.1109/icit58056.2023.10225767"},"language":"en","primary_location":{"id":"doi:10.1109/icit58056.2023.10225767","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icit58056.2023.10225767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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 University Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Daniel Staegemann","raw_affiliation_strings":["Otto-von-Guericke University Magdeburg,MRCC VLBA,Magdeburg,Germany","MRCC VLBA, Otto-von-Guericke University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg,MRCC VLBA,Magdeburg,Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"MRCC VLBA, Otto-von-Guericke University Magdeburg, 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 University 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":["Otto-von-Guericke University Magdeburg,MRCC VLBA,Magdeburg,Germany","MRCC VLBA, Otto-von-Guericke University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg,MRCC VLBA,Magdeburg,Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"MRCC VLBA, Otto-von-Guericke University Magdeburg, 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,Department of Software Engineering,Amman,Jordan","Department of Software Engineering, Al-Zaytoonah University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan,Department of Software Engineering,Amman,Jordan","institution_ids":["https://openalex.org/I145019703"]},{"raw_affiliation_string":"Department of Software Engineering, 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 University 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":["Otto-von-Guericke University Magdeburg,MRCC VLBA,Magdeburg,Germany","MRCC VLBA, Otto-von-Guericke University Magdeburg, Magdeburg, Germany"],"affiliations":[{"raw_affiliation_string":"Otto-von-Guericke University Magdeburg,MRCC VLBA,Magdeburg,Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"MRCC VLBA, Otto-von-Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5024723011"],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16291002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"163","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9979000091552734,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9878000020980835,"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/T14306","display_name":"Technology Assessment and Management","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7048718929290771},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6717395782470703},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.55185866355896},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5446824431419373},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5363237857818604},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4809367060661316},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.47593048214912415},{"id":"https://openalex.org/keywords/test-driven-development","display_name":"Test-driven development","score":0.4595557451248169},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4376221001148224},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.434908926486969},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.32602977752685547},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.2444567084312439},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19599920511245728},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.19053849577903748},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10915333032608032},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09942415356636047},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.08501231670379639}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7048718929290771},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6717395782470703},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.55185866355896},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5446824431419373},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5363237857818604},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4809367060661316},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47593048214912415},{"id":"https://openalex.org/C4478048","wikidata":"https://www.wikidata.org/wiki/Q950250","display_name":"Test-driven development","level":4,"score":0.4595557451248169},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4376221001148224},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.434908926486969},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.32602977752685547},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.2444567084312439},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19599920511245728},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.19053849577903748},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10915333032608032},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09942415356636047},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.08501231670379639},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icit58056.2023.10225767","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icit58056.2023.10225767","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Information Technology (ICIT)","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":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1967987130","https://openalex.org/W1986103833","https://openalex.org/W1998092191","https://openalex.org/W2014309790","https://openalex.org/W2023414777","https://openalex.org/W2040263621","https://openalex.org/W2060437593","https://openalex.org/W2072534270","https://openalex.org/W2095178814","https://openalex.org/W2120787570","https://openalex.org/W2133073371","https://openalex.org/W2261525379","https://openalex.org/W2551905807","https://openalex.org/W2620658285","https://openalex.org/W2734506432","https://openalex.org/W2750126764","https://openalex.org/W2804095534","https://openalex.org/W2808845928","https://openalex.org/W2945592875","https://openalex.org/W2967968860","https://openalex.org/W2971102600","https://openalex.org/W2990784333","https://openalex.org/W3001252221","https://openalex.org/W3016925986","https://openalex.org/W3026552348","https://openalex.org/W3048002286","https://openalex.org/W3154080946","https://openalex.org/W3159919415","https://openalex.org/W3178832859","https://openalex.org/W3184112328","https://openalex.org/W4213073323","https://openalex.org/W4225244441","https://openalex.org/W4226104445","https://openalex.org/W4289885683","https://openalex.org/W4312392015","https://openalex.org/W4312753398","https://openalex.org/W4320063337","https://openalex.org/W4320518580","https://openalex.org/W4381926157","https://openalex.org/W6738577067","https://openalex.org/W6767120844","https://openalex.org/W6794257003","https://openalex.org/W6795145899","https://openalex.org/W6810840670","https://openalex.org/W6819532379"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2499527417"],"abstract_inverted_index":{"Big":[0],"data":[1,42,122],"analytics":[2],"have":[3],"claimed":[4],"an":[5,135],"important":[6],"role":[7],"in":[8,39,119],"today's":[9],"society.":[10],"Consequently,":[11],"ways":[12],"of":[13,19,34,56,63,117,137,141],"improving":[14],"the":[15,20,32,40,51,54,57,61,76,95,101,114,120,132,138,142],"design":[16],"and":[17,53,78,106],"development":[18,37],"corresponding":[21,158],"applications":[22],"are":[23],"highly":[24],"sought":[25],"after.":[26],"One":[27],"rather":[28,70],"current":[29,139],"proposition":[30],"is":[31,48,65,83],"application":[33,62],"test":[35],"driven":[36],"(TDD)":[38],"big":[41,121],"domain.":[43,123],"The":[44],"idea":[45],"behind":[46],"it":[47,82,127],"to":[49,74,85,109,112,152],"increase":[50,75],"quality":[52],"flexibility":[55],"developed":[58],"solutions.":[59],"However,":[60],"TDD":[64,118],"often":[66],"seen":[67],"as":[68,131,147],"a":[69,148],"challenging":[71],"task.":[72],"Therefore,":[73],"accessibility":[77],"facilitate":[79,113],"its":[80],"use,":[81],"necessary":[84],"provide":[86],"information":[87],"that":[88],"give":[89],"orientation":[90],"for":[91,134,150],"interested":[92],"developers.":[93],"Hence,":[94],"publication":[96],"at":[97],"hand":[98],"focuses":[99],"on":[100],"question":[102],"which":[103],"considerations,":[104],"information,":[105],"resources":[107],"need":[108],"be":[110,129],"provided":[111],"widespread":[115],"utilization":[116],"In":[124],"doing":[125],"so,":[126],"can":[128],"used":[130],"foundation":[133],"inventory":[136],"state":[140],"related":[143],"literature":[144],"but":[145],"also":[146],"call":[149],"action":[151],"fill":[153],"remaining":[154],"gaps":[155],"by":[156],"conducting":[157],"research":[159],"endeavours.":[160]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}