{"id":"https://openalex.org/W2006545838","doi":"https://doi.org/10.15439/2014f464","title":"Global versus modular link prediction approach for discapnet: website focused to visually impaired people","display_name":"Global versus modular link prediction approach for discapnet: website focused to visually impaired people","publication_year":2014,"publication_date":"2014-09-29","ids":{"openalex":"https://openalex.org/W2006545838","doi":"https://doi.org/10.15439/2014f464","mag":"2006545838"},"language":"en","primary_location":{"id":"doi:10.15439/2014f464","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f464","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/464.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2014/pliks/464.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008444283","display_name":"Olatz Arbelaitz","orcid":"https://orcid.org/0000-0001-7371-2971"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I4210098496","display_name":"Polymat","ror":"https://ror.org/00yz2sm97","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210098496"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Olatz Arbelaitz","raw_affiliation_strings":["University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain"],"affiliations":[{"raw_affiliation_string":"University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I4210098496"]},{"raw_affiliation_string":"University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052782814","display_name":"Aizea Lojo","orcid":"https://orcid.org/0000-0002-7167-4403"},"institutions":[{"id":"https://openalex.org/I4210098496","display_name":"Polymat","ror":"https://ror.org/00yz2sm97","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210098496"]},{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aizea Lojo","raw_affiliation_strings":["University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain"],"affiliations":[{"raw_affiliation_string":"University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I4210098496"]},{"raw_affiliation_string":"University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069212740","display_name":"Javier Muguerza","orcid":"https://orcid.org/0000-0002-7026-7371"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I4210098496","display_name":"Polymat","ror":"https://ror.org/00yz2sm97","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210098496"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Muguerza","raw_affiliation_strings":["University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain"],"affiliations":[{"raw_affiliation_string":"University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I4210098496"]},{"raw_affiliation_string":"University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063500594","display_name":"I\u00f1igo Perona","orcid":"https://orcid.org/0000-0002-9246-3736"},"institutions":[{"id":"https://openalex.org/I4210098496","display_name":"Polymat","ror":"https://ror.org/00yz2sm97","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210098496"]},{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"I\u00f1igo Perona","raw_affiliation_strings":["University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain"],"affiliations":[{"raw_affiliation_string":"University of The Basque Country Department of Computer Architecture and Technology Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I4210098496"]},{"raw_affiliation_string":"University of The Basque Country, Department of Computer Architecture and Technology, Donostia-San Sebastian, 20018, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008444283"],"corresponding_institution_ids":["https://openalex.org/I169108374","https://openalex.org/I4210098496"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11681548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"51","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.988099992275238,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.988099992275238,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9853000044822693,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.932699978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.7546079754829407},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7432793974876404},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.6472851634025574},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.5822298526763916},{"id":"https://openalex.org/keywords/navigation-system","display_name":"Navigation system","score":0.5238633155822754},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.516623318195343},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5072917342185974},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.494872510433197},{"id":"https://openalex.org/keywords/visually-impaired","display_name":"Visually impaired","score":0.4820895493030548},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.47155284881591797},{"id":"https://openalex.org/keywords/web-accessibility","display_name":"Web accessibility","score":0.4519042372703552},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.42327573895454407},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.36891335248947144},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3589686155319214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2102070450782776},{"id":"https://openalex.org/keywords/web-standards","display_name":"Web standards","score":0.16724127531051636}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.7546079754829407},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7432793974876404},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.6472851634025574},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.5822298526763916},{"id":"https://openalex.org/C2777891301","wikidata":"https://www.wikidata.org/wiki/Q3475123","display_name":"Navigation system","level":2,"score":0.5238633155822754},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.516623318195343},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5072917342185974},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.494872510433197},{"id":"https://openalex.org/C3020106864","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visually impaired","level":2,"score":0.4820895493030548},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.47155284881591797},{"id":"https://openalex.org/C194669863","wikidata":"https://www.wikidata.org/wiki/Q808932","display_name":"Web accessibility","level":4,"score":0.4519042372703552},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.42327573895454407},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.36891335248947144},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3589686155319214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2102070450782776},{"id":"https://openalex.org/C182321512","wikidata":"https://www.wikidata.org/wiki/Q1153289","display_name":"Web standards","level":3,"score":0.16724127531051636},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.15439/2014f464","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f464","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/464.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:addi.ehu.eus:10810/75022","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/75022","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:6c45597dad9f416abf4b9eaa309ef70b","is_oa":true,"landing_page_url":"https://doaj.org/article/6c45597dad9f416abf4b9eaa309ef70b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 2, Pp 51-58 (2014)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:18079127","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014F464","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AAIA/FEDCSIS 2014, 9th international symposium Advances in Artificial Intelligence and Applications (AAIA) within 2014 Federated conference on Computer Science and Information Systems (FEDCSIS 2014), Warsaw, Poland, 07-10 September 2014","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"doi:10.15439/2014f464","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2014f464","pdf_url":"https://annals-csis.org/proceedings/2014/pliks/464.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1849094996","display_name":null,"funder_award_id":"IT-395-10","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"},{"id":"https://openalex.org/G979028382","display_name":null,"funder_award_id":"S-PE12UN064","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"}],"funders":[{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2006545838.pdf","grobid_xml":"https://content.openalex.org/works/W2006545838.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W52770770","https://openalex.org/W158817656","https://openalex.org/W1536826708","https://openalex.org/W1608194207","https://openalex.org/W1610836425","https://openalex.org/W1990061958","https://openalex.org/W2023105570","https://openalex.org/W2042294224","https://openalex.org/W2078543162","https://openalex.org/W2100505863","https://openalex.org/W2135535669","https://openalex.org/W2139338182","https://openalex.org/W2187086447","https://openalex.org/W2337752056","https://openalex.org/W2400803652","https://openalex.org/W2622684336","https://openalex.org/W2795859997","https://openalex.org/W2999729612","https://openalex.org/W4285719527","https://openalex.org/W4298882835","https://openalex.org/W4391285994","https://openalex.org/W6606440582"],"related_works":["https://openalex.org/W1967364678","https://openalex.org/W4297491657","https://openalex.org/W2970800447","https://openalex.org/W3181297364","https://openalex.org/W85375636","https://openalex.org/W3211437271","https://openalex.org/W2464406822","https://openalex.org/W1987163834","https://openalex.org/W3012008450","https://openalex.org/W4383466499"],"abstract_inverted_index":{"Web":[0],"personalization":[1],"becomes":[2],"essential":[3],"in":[4,54,189],"industries":[5],"and":[6,33,63,101,126],"specially":[7],"for":[8,112],"the":[9,27,37,44,61,104,123,133,144,151,154,159,181,183,190,196],"case":[10],"of":[11,29,47,66,150,153,168,173,177,202],"users":[12],"with":[13,68],"special":[14],"needs":[15],"such":[16],"as":[17],"visually":[18,30],"impaired":[19,31],"people.":[20],"Adaptation":[21],"may":[22],"very":[23],"much":[24],"speed":[25],"up":[26],"navigation":[28,72,99,134,152,197],"people":[32,67],"contribute":[34],"to":[35,59,88,96,103,164],"diminish":[36],"existing":[38],"technological":[39],"gap.":[40],"This":[41,192],"work":[42,64],"is":[43,162,179],"first":[45],"stage":[46],"a":[48,56,84,94,117,127,166,200],"web":[49,85,105],"mining":[50,86],"process":[51,87],"carried":[52,130],"out":[53,131,176],"discapnet:":[55],"website":[57],"created":[58],"promote":[60],"social":[62],"integration":[65],"disabilities":[69],"where":[70,80,170],"slow":[71],"has":[73,157],"been":[74],"detected.":[75],"Based":[76],"on":[77,122],"observation":[78],"in-use":[79],"behaviours":[81],"emerge":[82],"applying":[83],"server":[89],"log":[90],"data,":[91],"we":[92],"designed":[93,160],"system":[95,119,161],"generate":[97],"user":[98,113,156,185],"profiles":[100,135],"adapt":[102],"site":[106],"through":[107],"link":[108],"prediction.":[109],"Two":[110],"approaches":[111,141],"profiling":[114],"were":[115],"implemented:":[116],"global":[118],"built":[120],"based":[121],"complete":[124],"database":[125],"modular":[128,145],"approach":[129,146],"discovering":[132],"within":[136],"different":[137],"zones.":[138],"Although":[139],"both":[140],"are":[142],"effective,":[143],"outperforms.":[147],"When":[148],"25%":[149],"new":[155,184],"happened":[158],"able":[163],"propose":[165],"set":[167],"links":[169],"nearly":[171],"60%":[172],"them":[174],"(2":[175],"3)":[178],"among":[180],"ones":[182],"will":[186,193],"be":[187],"using":[188],"future.":[191],"definitely":[194],"make":[195],"easier":[198],"saving":[199],"lot":[201],"time.":[203]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2016-06-24T00:00:00"}