{"id":"https://openalex.org/W1514040296","doi":"https://doi.org/10.1145/3340631.3398668","title":"Evaluation of Adaptive Systems","display_name":"Evaluation of Adaptive Systems","publication_year":2020,"publication_date":"2020-07-07","ids":{"openalex":"https://openalex.org/W1514040296","doi":"https://doi.org/10.1145/3340631.3398668","mag":"1514040296"},"language":"en","primary_location":{"id":"doi:10.1145/3340631.3398668","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340631.3398668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization","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/A5066702500","display_name":"Stephan Weibelzahl","orcid":"https://orcid.org/0000-0001-5919-6552"},"institutions":[{"id":"https://openalex.org/I4210109289","display_name":"PFH Private University of Applied Sciences","ror":"https://ror.org/01we8bn75","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210109289"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Stephan Weibelzahl","raw_affiliation_strings":["PFH Private University of Applied Sciences, G\u00f6ttingen, Germany"],"affiliations":[{"raw_affiliation_string":"PFH Private University of Applied Sciences, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I4210109289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108225644","display_name":"Alexandros Paramythis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandros Paramythis","raw_affiliation_strings":["Contexity AG, Winterthur, Switzerland"],"affiliations":[{"raw_affiliation_string":"Contexity AG, Winterthur, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085188232","display_name":"Judith Masthoff","orcid":"https://orcid.org/0000-0001-8099-0515"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Judith Masthoff","raw_affiliation_strings":["University of Aberdeen & Utrecht University, Utrecht, Netherlands"],"affiliations":[{"raw_affiliation_string":"University of Aberdeen & Utrecht University, Utrecht, Netherlands","institution_ids":["https://openalex.org/I193662353"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066702500"],"corresponding_institution_ids":["https://openalex.org/I4210109289"],"apc_list":null,"apc_paid":null,"fwci":3.0384,"has_fulltext":false,"cited_by_count":121,"citation_normalized_percentile":{"value":0.90848112,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"394","last_page":"395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10470","display_name":"Usability and User Interface Design","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10260","display_name":"Software Engineering Research","score":0.9714000225067139,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9679999947547913,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/summative-assessment","display_name":"Summative assessment","score":0.8789508938789368},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.8127247095108032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7671023607254028},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5970784425735474},{"id":"https://openalex.org/keywords/adaptive-system","display_name":"Adaptive system","score":0.546475350856781},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5200223922729492},{"id":"https://openalex.org/keywords/system-lifecycle","display_name":"System lifecycle","score":0.4696715772151947},{"id":"https://openalex.org/keywords/systems-development-life-cycle","display_name":"Systems development life cycle","score":0.46460360288619995},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.4359714090824127},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.42215728759765625},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.35495585203170776},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.2417069673538208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20645353198051453},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.1734882891178131},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12185588479042053},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11206880211830139},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1009703278541565},{"id":"https://openalex.org/keywords/application-lifecycle-management","display_name":"Application lifecycle management","score":0.07037320733070374},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.06797817349433899}],"concepts":[{"id":"https://openalex.org/C152747807","wikidata":"https://www.wikidata.org/wiki/Q1854913","display_name":"Summative assessment","level":3,"score":0.8789508938789368},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.8127247095108032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7671023607254028},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5970784425735474},{"id":"https://openalex.org/C52970973","wikidata":"https://www.wikidata.org/wiki/Q2497134","display_name":"Adaptive system","level":2,"score":0.546475350856781},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5200223922729492},{"id":"https://openalex.org/C35280785","wikidata":"https://www.wikidata.org/wiki/Q559486","display_name":"System lifecycle","level":4,"score":0.4696715772151947},{"id":"https://openalex.org/C120617098","wikidata":"https://www.wikidata.org/wiki/Q559486","display_name":"Systems development life cycle","level":5,"score":0.46460360288619995},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.4359714090824127},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.42215728759765625},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.35495585203170776},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.2417069673538208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20645353198051453},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.1734882891178131},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12185588479042053},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11206880211830139},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1009703278541565},{"id":"https://openalex.org/C30452754","wikidata":"https://www.wikidata.org/wiki/Q621590","display_name":"Application lifecycle management","level":3,"score":0.07037320733070374},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.06797817349433899},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3340631.3398668","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340631.3398668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.21.4071","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.21.4071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.weibelzahl.de/literatur/weibelzahl-um01dc.pdf","raw_type":"text"},{"id":"pmh:oai:ubt.opus.hbz-nrw.de:234","is_oa":false,"landing_page_url":"http://ubt.opus.hbz-nrw.de/volltexte/2004/234","pdf_url":null,"source":{"id":"https://openalex.org/S4306400780","display_name":"Hochschulschriftenserver der Universit\u00e4t Trier (Universit\u00e4t Trier)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I89864525","host_organization_name":"Universit\u00e4t Trier","host_organization_lineage":["https://openalex.org/I89864525"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"doctoralThesis"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":133,"referenced_works":["https://openalex.org/W3383526","https://openalex.org/W38458375","https://openalex.org/W63635186","https://openalex.org/W69978452","https://openalex.org/W135811834","https://openalex.org/W139006800","https://openalex.org/W140180448","https://openalex.org/W159382093","https://openalex.org/W242704917","https://openalex.org/W347864533","https://openalex.org/W561318478","https://openalex.org/W1483653773","https://openalex.org/W1484485411","https://openalex.org/W1493922384","https://openalex.org/W1499730430","https://openalex.org/W1502428651","https://openalex.org/W1502465934","https://openalex.org/W1510397660","https://openalex.org/W1512386184","https://openalex.org/W1513112835","https://openalex.org/W1517567157","https://openalex.org/W1522779598","https://openalex.org/W1528181284","https://openalex.org/W1528549786","https://openalex.org/W1528922705","https://openalex.org/W1537699364","https://openalex.org/W1538058441","https://openalex.org/W1538625664","https://openalex.org/W1538883624","https://openalex.org/W1540221672","https://openalex.org/W1540356090","https://openalex.org/W1541883930","https://openalex.org/W1548114909","https://openalex.org/W1549668994","https://openalex.org/W1552721381","https://openalex.org/W1557666342","https://openalex.org/W1559084219","https://openalex.org/W1566771790","https://openalex.org/W1579090648","https://openalex.org/W1591736593","https://openalex.org/W1595836182","https://openalex.org/W1597351785","https://openalex.org/W1598606970","https://openalex.org/W1604400631","https://openalex.org/W1606323731","https://openalex.org/W1653632886","https://openalex.org/W1667916464","https://openalex.org/W1748547084","https://openalex.org/W1750786060","https://openalex.org/W1776191765","https://openalex.org/W1781978087","https://openalex.org/W1783318406","https://openalex.org/W1792756357","https://openalex.org/W1813692792","https://openalex.org/W1817160220","https://openalex.org/W1828601870","https://openalex.org/W1831874796","https://openalex.org/W1836260468","https://openalex.org/W1880668627","https://openalex.org/W1881168306","https://openalex.org/W1882353391","https://openalex.org/W1918303511","https://openalex.org/W1928061009","https://openalex.org/W1964962870","https://openalex.org/W1965240572","https://openalex.org/W1987206568","https://openalex.org/W1987608637","https://openalex.org/W2000714499","https://openalex.org/W2005111406","https://openalex.org/W2008537212","https://openalex.org/W2011709969","https://openalex.org/W2019733210","https://openalex.org/W2027280740","https://openalex.org/W2032468592","https://openalex.org/W2032881740","https://openalex.org/W2037057633","https://openalex.org/W2040707862","https://openalex.org/W2053082464","https://openalex.org/W2063145598","https://openalex.org/W2067898276","https://openalex.org/W2068965694","https://openalex.org/W2075949054","https://openalex.org/W2090568355","https://openalex.org/W2093045342","https://openalex.org/W2099910651","https://openalex.org/W2106218016","https://openalex.org/W2106736489","https://openalex.org/W2108358964","https://openalex.org/W2108516739","https://openalex.org/W2108830044","https://openalex.org/W2112140746","https://openalex.org/W2112929667","https://openalex.org/W2113839127","https://openalex.org/W2114335765","https://openalex.org/W2115111591","https://openalex.org/W2116252759","https://openalex.org/W2118580108","https://openalex.org/W2123143098","https://openalex.org/W2124756613","https://openalex.org/W2125330369","https://openalex.org/W2130410034","https://openalex.org/W2136208491","https://openalex.org/W2141509850","https://openalex.org/W2143512218","https://openalex.org/W2144912653","https://openalex.org/W2149450064","https://openalex.org/W2154976144","https://openalex.org/W2162111811","https://openalex.org/W2162836724","https://openalex.org/W2167950067","https://openalex.org/W2168386998","https://openalex.org/W2244863242","https://openalex.org/W2249418430","https://openalex.org/W2303413189","https://openalex.org/W2342091124","https://openalex.org/W2561402940","https://openalex.org/W2581119202","https://openalex.org/W2586387869","https://openalex.org/W2752491485","https://openalex.org/W2753718075","https://openalex.org/W2777080260","https://openalex.org/W2811468451","https://openalex.org/W2883452695","https://openalex.org/W2885328540","https://openalex.org/W2908054697","https://openalex.org/W2908455522","https://openalex.org/W2913293464","https://openalex.org/W3041465579","https://openalex.org/W3102491311","https://openalex.org/W4285719527","https://openalex.org/W6609247727","https://openalex.org/W6676819173","https://openalex.org/W6679668994"],"related_works":["https://openalex.org/W3124864178","https://openalex.org/W2895331218","https://openalex.org/W1506843530","https://openalex.org/W2042895794","https://openalex.org/W2013914283","https://openalex.org/W4523494","https://openalex.org/W2143165827","https://openalex.org/W3210907261","https://openalex.org/W2617514639","https://openalex.org/W45238539"],"abstract_inverted_index":{"Adaptive":[0],"systems":[1],"are":[2],"usually":[3],"interactive":[4,75],"systems.":[5,76],"As":[6],"such":[7],"they":[8],"stand":[9],"to":[10,49,64,67,83],"benefit":[11],"considerably":[12],"from":[13,21],"a":[14,40,89],"development":[15,103],"lifecycle":[16],"that":[17,47,70],"ensures":[18],"user":[19],"involvement":[20],"the":[22,53,68,85,102],"early":[23],"design":[24],"stages,":[25],"and":[26,32,45,59],"embraces":[27],"evaluation,":[28],"in":[29],"both":[30],"formative":[31],"summative":[33],"forms.":[34],"Evaluating":[35],"an":[36],"adaptive":[37,74],"system":[38],"involves":[39],"number":[41,90],"of":[42,55,91],"specific":[43,56],"problems":[44],"pitfalls":[46],"need":[48],"be":[50,96],"addressed":[51],"by":[52],"selection":[54],"methods,":[57],"techniques":[58],"criteria.":[60],"This":[61],"tutorial":[62],"aims":[63],"introduce":[65],"participants":[66],"peculiarities":[69],"arise":[71],"when":[72],"evaluating":[73],"A":[77],"layered":[78],"evaluation":[79,86],"framework":[80],"is":[81],"used":[82],"separate":[84],"process":[87],"into":[88],"different":[92,99],"aspects":[93],"which":[94],"can":[95],"applied":[97],"at":[98],"stages":[100],"throughout":[101],"life-cycle.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":6},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}