{"id":"https://openalex.org/W2084981898","doi":"https://doi.org/10.1145/1286240.1286256","title":"Predicting and solving web navigation problems","display_name":"Predicting and solving web navigation problems","publication_year":2007,"publication_date":"2007-09-10","ids":{"openalex":"https://openalex.org/W2084981898","doi":"https://doi.org/10.1145/1286240.1286256","mag":"2084981898"},"language":"en","primary_location":{"id":"doi:10.1145/1286240.1286256","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1286240.1286256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eighteenth conference on Hypertext and hypermedia","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/A5057048957","display_name":"Mari Carmen Puerta Melguizo","orcid":null},"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":true,"raw_author_name":"Mari Carmen Puerta Melguizo","raw_affiliation_strings":["University Utrecht, Utrecht, Netherlands","University Utrecht, Utrecht, Netherlands;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Utrecht, Utrecht, Netherlands","institution_ids":[]},{"raw_affiliation_string":"University Utrecht, Utrecht, Netherlands;","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071505564","display_name":"Herre van Oostendorp","orcid":null},"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":"Herre van Oostendorp","raw_affiliation_strings":["University Utrecht, Utrecht, Netherlands","University Utrecht, Utrecht, Netherlands;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Utrecht, Utrecht, Netherlands","institution_ids":[]},{"raw_affiliation_string":"University Utrecht, Utrecht, Netherlands;","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091788210","display_name":"Ion Juvina","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ion Juvina","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA","Carnegie-Mellon University, Pittsburgh, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057048957"],"corresponding_institution_ids":["https://openalex.org/I193662353"],"apc_list":null,"apc_paid":null,"fwci":2.4183,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.90147583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9909999966621399,"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/T12031","display_name":"Speech and dialogue systems","score":0.9909999966621399,"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/T10470","display_name":"Usability and User Interface Design","score":0.9879000186920166,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9815999865531921,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7607536315917969},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7041172385215759},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5954302549362183},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.5324223041534424},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.516767144203186},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4612973630428314},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4252355098724365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36108291149139404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35722148418426514},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3152400553226471},{"id":"https://openalex.org/keywords/web-page","display_name":"Web page","score":0.2633410692214966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25369107723236084},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08765074610710144},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08703133463859558}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7607536315917969},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7041172385215759},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5954302549362183},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.5324223041534424},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.516767144203186},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4612973630428314},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4252355098724365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36108291149139404},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35722148418426514},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3152400553226471},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.2633410692214966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25369107723236084},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08765074610710144},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08703133463859558},{"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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1286240.1286256","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1286240.1286256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the eighteenth conference on Hypertext and hypermedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2011258666","https://openalex.org/W2018428211","https://openalex.org/W2026721612","https://openalex.org/W2059727982","https://openalex.org/W2148296853","https://openalex.org/W2167516291"],"related_works":["https://openalex.org/W4255837520","https://openalex.org/W2387011115","https://openalex.org/W4234808182","https://openalex.org/W2382043075","https://openalex.org/W2809151339","https://openalex.org/W2360673138","https://openalex.org/W2809370583","https://openalex.org/W2333722679","https://openalex.org/W4255628145","https://openalex.org/W3196817267"],"abstract_inverted_index":{"In":[0,48],"the":[1,6,28,45,49,52,65,81],"first":[2],"experiment":[3,51],"we":[4],"explored":[5],"ability":[7],"of":[8,31,39,44,54,71],"different":[9],"objective":[10,46],"and":[11,86],"subjective":[12,29],"measures":[13],"to":[14,34,85],"predict":[15],"user's":[16],"success":[17],"in":[18,21,101],"finding":[19],"information":[20,78],"a":[22,36,69,93],"website.":[23],"The":[24],"results":[25],"indicate":[26],"that":[27,74,96],"measure":[30],"lostness":[32],"seems":[33],"be":[35,90],"better":[37],"predictor":[38],"task":[40],"performance":[41],"than":[42],"any":[43],"measures.":[47],"second":[50],"probability":[53],"getting":[55],"lost":[56],"was":[57],"reduced":[58],"by":[59,64],"presenting":[60],"navigation":[61,73,99],"support":[62],"generated":[63],"cognitive":[66],"model":[67,70],"CoLiDeS+,":[68],"web":[72],"describes":[75],"step-by-step":[76],"which":[77],"presented":[79],"on":[80],"screen":[82],"is":[83],"attended":[84],"selected.":[87],"CoLiDeS+":[88],"could":[89],"used":[91],"as":[92],"software":[94],"agent":[95],"automatically":[97],"offers":[98],"suggestions":[100],"real":[102],"time.":[103]},"counts_by_year":[],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}