{"id":"https://openalex.org/W1984875335","doi":"https://doi.org/10.1109/rcis.2008.4632108","title":"Quality of conceptual schemas an experimental comparison","display_name":"Quality of conceptual schemas an experimental comparison","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W1984875335","doi":"https://doi.org/10.1109/rcis.2008.4632108","mag":"1984875335"},"language":"en","primary_location":{"id":"doi:10.1109/rcis.2008.4632108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2008.4632108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Second International Conference on Research Challenges in Information Science","raw_type":"proceedings-article"},"type":"preprint","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/A5106459687","display_name":"Jacky Akoka","orcid":null},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacky Akoka","raw_affiliation_strings":["CEDRIC-CNAM and INT, France","CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)","IMT-BS - DSI - D\u00e9partement Syst\u00e8mes d'Information (9, rue Charles Fourier - 91011 Evry Cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEDRIC-CNAM and INT, France","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]},{"raw_affiliation_string":"CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)","institution_ids":["https://openalex.org/I4210145724"]},{"raw_affiliation_string":"IMT-BS - DSI - D\u00e9partement Syst\u00e8mes d'Information (9, rue Charles Fourier - 91011 Evry Cedex - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029527940","display_name":"Isabelle Comyn-Wattiau","orcid":"https://orcid.org/0000-0002-5257-6189"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I124261006","display_name":"\u00c9cole Sup\u00e9rieure des Sciences \u00c9conomiques et Commerciales","ror":"https://ror.org/02dga6j42","country_code":"FR","type":"other","lineage":["https://openalex.org/I124261006"]},{"id":"https://openalex.org/I4210142324","display_name":"CY Cergy Paris Universit\u00e9","ror":"https://ror.org/043htjv09","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142324"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Isabelle Comyn-Wattiau","raw_affiliation_strings":["CEDRIC-CNAM, ESSEC Business School, France","ESSEC Business School (1, avenue Bernard Hirsch\r\nCS 50105 Cergy\r\n95021 Cergy Pontoise Cedex\r\nFrance\r\nT\u00e9l : +33 (0)1 34 43 30 00\r\nFax : +33 (0)1 34 43 30 01 - France)","CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEDRIC-CNAM, ESSEC Business School, France","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124261006","https://openalex.org/I124158823"]},{"raw_affiliation_string":"ESSEC Business School (1, avenue Bernard Hirsch\r\nCS 50105 Cergy\r\n95021 Cergy Pontoise Cedex\r\nFrance\r\nT\u00e9l : +33 (0)1 34 43 30 00\r\nFax : +33 (0)1 34 43 30 01 - France)","institution_ids":["https://openalex.org/I4210142324","https://openalex.org/I124261006"]},{"raw_affiliation_string":"CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)","institution_ids":["https://openalex.org/I4210145724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065070982","display_name":"Samira Si-Sa\u00efd Cherfi","orcid":"https://orcid.org/0000-0002-5989-5529"},"institutions":[{"id":"https://openalex.org/I124158823","display_name":"Conservatoire National des Arts et M\u00e9tiers","ror":"https://ror.org/0175hh227","country_code":"FR","type":"education","lineage":["https://openalex.org/I124158823","https://openalex.org/I4210134562"]},{"id":"https://openalex.org/I4210145724","display_name":"Centre d'Etudes et De Recherche en Informatique et Communications","ror":"https://ror.org/044j5mm75","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4210145724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Samira Si-Said Cherfi","raw_affiliation_strings":["CEDRIC-CNAM, Paris, France","CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CEDRIC-CNAM, Paris, France","institution_ids":["https://openalex.org/I4210145724","https://openalex.org/I124158823"]},{"raw_affiliation_string":"CEDRIC - Centre d'\u00e9tudes et de recherche en informatique et communications (292 rue Saint-Martin \r\n75141 PARIS Cedex 03\r\nCase courrier 2D4P30 - France)","institution_ids":["https://openalex.org/I4210145724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.06499979,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"1920","issue":null,"first_page":"197","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9854000210762024,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.973800003528595,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6776387691497803},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6616218686103821},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.6283515095710754},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6108294129371643},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.5680723190307617},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5638592839241028},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5456228852272034},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.4964008927345276},{"id":"https://openalex.org/keywords/information-quality","display_name":"Information quality","score":0.495868057012558},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.49274852871894836},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4265124201774597},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.30018049478530884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19229185581207275},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.1580156683921814},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1558920443058014},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10010126233100891}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6776387691497803},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6616218686103821},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.6283515095710754},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6108294129371643},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.5680723190307617},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5638592839241028},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5456228852272034},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.4964008927345276},{"id":"https://openalex.org/C45983554","wikidata":"https://www.wikidata.org/wiki/Q3412851","display_name":"Information quality","level":3,"score":0.495868057012558},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.49274852871894836},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4265124201774597},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.30018049478530884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19229185581207275},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1580156683921814},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1558920443058014},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10010126233100891},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/rcis.2008.4632108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rcis.2008.4632108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Second International Conference on Research Challenges in Information Science","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01125546v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01125546","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"RCIS 2008 : 2nd International Conference on Research Challenges in Information Science, Jun 2008, Marrakech, Morocco. pp.197-208, &#x27E8;10.1109/RCIS.2008.4632108&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W65728593","https://openalex.org/W189466174","https://openalex.org/W1522880478","https://openalex.org/W1537772377","https://openalex.org/W1561125618","https://openalex.org/W1583552659","https://openalex.org/W1591311008","https://openalex.org/W1604011940","https://openalex.org/W1653153340","https://openalex.org/W1785944873","https://openalex.org/W1995020124","https://openalex.org/W2008857148","https://openalex.org/W2013688763","https://openalex.org/W2043640532","https://openalex.org/W2063042352","https://openalex.org/W2075886324","https://openalex.org/W2103882353","https://openalex.org/W2111199933","https://openalex.org/W2114215601","https://openalex.org/W2115570246","https://openalex.org/W2122519137","https://openalex.org/W2140037779","https://openalex.org/W2147521717","https://openalex.org/W2153589671","https://openalex.org/W2166016719","https://openalex.org/W2167363007","https://openalex.org/W2244001474","https://openalex.org/W4252074865","https://openalex.org/W6607629030"],"related_works":["https://openalex.org/W4391024416","https://openalex.org/W3213607208","https://openalex.org/W2548786942","https://openalex.org/W3188047445","https://openalex.org/W4360615222","https://openalex.org/W3196405127","https://openalex.org/W4212920570","https://openalex.org/W2323350421","https://openalex.org/W2037542244","https://openalex.org/W2056769467"],"abstract_inverted_index":{"Frequently":[0],"the":[1,28,72,80,121,129,132,166,170],"behaviour":[2],"of":[3,30,56,65,74,79,83,97,108,120,131,148,183,208],"an":[4,31,114,125],"information":[5,32],"system":[6,33],"is":[7,34,69],"functionally":[8],"correct,":[9],"but":[10],"it":[11],"does":[12],"not":[13],"meet":[14],"some":[15],"quality":[16,40,49,73,98,171,202],"criteria,":[17],"such":[18,138,214],"as":[19,41,43,53,139,215],"completeness,":[20],"consistency,":[21],"and":[22,142,169],"usability.":[23],"One":[24],"way":[25],"to":[26,35,70,105,128,188,200,205],"enhance":[27],"capability":[29],"consider":[36],"its":[37,44],"conceptual":[38,77,111,122,190],"model":[39,48],"well":[42],"functional":[45],"behaviour.":[46],"Conceptual":[47],"can":[50],"be":[51],"defined":[52],"a":[54,95,117,146,162,178],"set":[55,96],"perceivable":[57],"characteristics":[58],"expressed":[59],"with":[60],"quantifiable":[61],"parameters.":[62],"The":[63],"aim":[64],"this":[66],"empirical":[67],"investigation":[68],"evaluate":[71],"different":[75,86,106,153,206],"potential":[76],"models":[78],"same":[81,133],"universe":[82],"discourse":[84],"by":[85,135],"Information":[87],"Systems":[88],"(IS)":[89],"stakeholders.":[90],"This":[91],"paper":[92],"describes:":[93],"a)":[94],"factors":[99,172,203],"(clarity,":[100],"simplicity,":[101],"expressiveness,":[102],"minimality)":[103],"applied":[104],"versions":[107],"entity-relationship":[109],"(ER)":[110],"schemas,":[112,123],"b)":[113],"approach":[115],"enabling":[116],"comprehensive":[118],"comparison":[119],"c)":[124],"experimentation":[126],"leading":[127],"evaluation":[130],"schemas":[134],"IS":[136,167],"stakeholders":[137,168],"designers,":[140],"end-users,":[141],"students,":[143],"based":[144],"on":[145,194,211],"sample":[147],"about":[149],"120":[150],"observations":[151],"using":[152],"statistical":[154],"methods.":[155],"First":[156],"results":[157],"indicate":[158],"that":[159],"there":[160],"exists":[161],"strong":[163],"independence":[164],"between":[165,181],"used.":[173],"A":[174],"second":[175],"result":[176],"reveals":[177],"significant":[179],"difference":[180],"groups":[182,207],"respondents":[184],"in":[185],"their":[186,216,220],"ways":[187],"perceive":[189],"schemaspsila":[191],"quality.":[192],"Based":[193],"our":[195],"experiment,":[196],"we":[197],"are":[198],"able":[199],"identify":[201],"relevant":[204],"stakeholders,":[209],"depending":[210],"several":[212],"dimensions,":[213],"professional":[217],"experience,":[218],"and/or":[219],"specialization":[221],"degree.":[222]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
