{"id":"https://openalex.org/W2996771947","doi":null,"title":"Data Driven Decisions: Validating and Supporting a Continuous Experimentation Development Environment","display_name":"Data Driven Decisions: Validating and Supporting a Continuous Experimentation Development Environment","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2996771947","mag":"2996771947"},"language":"en","primary_location":{"id":"pmh:oai:tudelft.nl:uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","doi":null,"is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","pdf_url":"http://resolver.tudelft.nl/uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"master thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://resolver.tudelft.nl/uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075543974","display_name":"Ernst Mulders","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ernst Mulders","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5075543974"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.8173999786376953,"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"}},"topics":[{"id":"https://openalex.org/T10430","display_name":"Software Engineering Techniques and Practices","score":0.8173999786376953,"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/T12127","display_name":"Software System Performance and Reliability","score":0.03220000118017197,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.021900000050663948,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/a-b-testing","display_name":"A/B testing","score":0.9399999976158142},{"id":"https://openalex.org/keywords/experimentation-platform","display_name":"experimentation platform","score":0.8299999833106995},{"id":"https://openalex.org/keywords/continuous-experimentation","display_name":"continuous experimentation","score":0.5120000243186951},{"id":"https://openalex.org/keywords/software-development","display_name":"software development","score":0.4189999997615814},{"id":"https://openalex.org/keywords/questionnaire-design","display_name":"questionnaire design","score":0.6299999952316284},{"id":"https://openalex.org/keywords/open-source-toolkit","display_name":"open-source software toolkit","score":0.8500000238418579}],"concepts":[{"id":"https://openalex.org/C39920170","wikidata":"https://www.wikidata.org/wiki/Q693083","display_name":"Soundness","level":2,"score":0.734322190284729},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.648556113243103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.593071699142456},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5835646986961365},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49962377548217773},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47940465807914734},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.449850469827652},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.42579853534698486},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13952797651290894},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:tudelft.nl:uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","doi":null,"is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","pdf_url":"http://resolver.tudelft.nl/uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"master thesis"},{"id":"mag:2996771947","doi":null,"is_oa":false,"landing_page_url":"https://repository.tudelft.nl/islandora/object/uuid%3A08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:tudelft.nl:uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","doi":null,"is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","pdf_url":"http://resolver.tudelft.nl/uuid:08f2c0b4-2aa8-4e12-9b58-073dcdfb4553","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"master thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2996771947.pdf","grobid_xml":"https://content.openalex.org/works/W2996771947.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2765165237"],"related_works":["https://openalex.org/W3167990288","https://openalex.org/W2944078886","https://openalex.org/W4392059507","https://openalex.org/W2908235130","https://openalex.org/W7171622745","https://openalex.org/W3011423189","https://openalex.org/W6885056552","https://openalex.org/W4387075198","https://openalex.org/W7037937364","https://openalex.org/W4321471897"],"abstract_inverted_index":{"The":[0],"number":[1],"of":[2,14,39,60,69,123],"conducted":[3],"A/B":[4,40,124],"tests":[5,41],"is":[6,78],"growing":[7],"throughout":[8],"companies":[9,16],"in":[10],"software":[11],"development.":[12],"Many":[13],"these":[15,25,93],"develop":[17],"their":[18],"own":[19,71],"in-house":[20],"Experimentation":[21],"Platform":[22],"to":[23,91,118],"support":[24],"experiments.":[26],"In":[27],"this":[28,134,143],"thesis":[29],"we":[30,65,83,136],"identify":[31],"factors":[32,51,94],"that":[33,76],"influence":[34],"the":[35,58,67,96,120,138],"trustworthiness":[36,68],"and":[37,55,74,89,129],"soundness":[38],"by":[42,99],"conducting":[43],"a":[44,85,103],"literature":[45],"review.":[46],"We":[47],"discuss":[48],"nineteen":[49],"influential":[50],"categorised":[52],"as":[53,119],"essentials":[54],"pitfalls.":[56],"Using":[57],"data":[59],"268":[61],"experiments":[62],"from":[63],"ING":[64],"verify":[66],"ING\u2019s":[70],"Experiment":[72],"Platform,":[73],"conclude":[75],"there":[77],"room":[79],"for":[80,87,142],"improvement.":[81],"Finally,":[82],"provide":[84],"method":[86],"developers":[88],"engineers":[90],"consider":[92],"during":[95],"experimentation":[97],"phase":[98],"modelling":[100],"them":[101],"into":[102,112],"questionnaire":[104,135],"containing":[105],"67":[106],"questions.":[107],"These":[108],"questions":[109],"are":[110,116],"grouped":[111],"three":[113,121],"categories,":[114],"which":[115],"referred":[117],"A\u2019s":[122],"Test":[125],"validation:":[126],"Availability,":[127],"Analysability":[128],"Accuracy.":[130],"To":[131],"help":[132],"administer":[133],"introduce":[137],"first":[139],"Open-Source":[140],"toolkit":[141],"matter:":[144],"ABvalidator.":[145]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-01-10T00:00:00"}