{"id":"https://openalex.org/W2237110398","doi":"https://doi.org/10.1007/978-3-319-25159-2_18","title":"Attractors in Web Based Educational Systems a Conceptual Knowledge Processing Grounded Approach","display_name":"Attractors in Web Based Educational Systems a Conceptual Knowledge Processing Grounded Approach","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2237110398","doi":"https://doi.org/10.1007/978-3-319-25159-2_18","mag":"2237110398"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-25159-2_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-25159-2_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-25159-2_18","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021677408","display_name":"Sanda Drago\u015f","orcid":"https://orcid.org/0000-0002-2007-1661"},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"education","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Sanda Drago\u015f","raw_affiliation_strings":["Department of Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029006198","display_name":"Diana Hali\u021b\u0103","orcid":null},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"education","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Diana Hali\u0163\u0103","raw_affiliation_strings":["Department of Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032317698","display_name":"Christian S\u0103c\u0103rea","orcid":"https://orcid.org/0000-0003-3295-9518"},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"education","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Christian S\u0103c\u0103rea","raw_affiliation_strings":["Department of Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Babe\u015f-Bolyai University, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021677408"],"corresponding_institution_ids":["https://openalex.org/I3125347698"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":2.1302,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88105175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"190","last_page":"195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9979000091552734,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9979000091552734,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9909999966621399,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9833999872207642,"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/computer-science","display_name":"Computer science","score":0.7866306304931641},{"id":"https://openalex.org/keywords/attractor","display_name":"Attractor","score":0.6376631855964661},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.47218599915504456},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.46959367394447327},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.4420011043548584},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3879246711730957},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3861386775970459},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3433641195297241},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32556915283203125},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.0844586193561554},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.08065608143806458}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7866306304931641},{"id":"https://openalex.org/C164380108","wikidata":"https://www.wikidata.org/wiki/Q507187","display_name":"Attractor","level":2,"score":0.6376631855964661},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.47218599915504456},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.46959367394447327},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.4420011043548584},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3879246711730957},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3861386775970459},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3433641195297241},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32556915283203125},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0844586193561554},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.08065608143806458},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-25159-2_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-25159-2_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-25159-2_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-25159-2_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W125992268","https://openalex.org/W1493326360","https://openalex.org/W1493941115","https://openalex.org/W1599194387","https://openalex.org/W2103672843","https://openalex.org/W2108461008","https://openalex.org/W2138334515","https://openalex.org/W2147402878","https://openalex.org/W2294534190","https://openalex.org/W2517712274","https://openalex.org/W4236765470"],"related_works":["https://openalex.org/W3121044049","https://openalex.org/W3213607208","https://openalex.org/W2548786942","https://openalex.org/W2315110999","https://openalex.org/W3188047445","https://openalex.org/W3196405127","https://openalex.org/W4212920570","https://openalex.org/W4360615222","https://openalex.org/W2056769467","https://openalex.org/W2122231903"],"abstract_inverted_index":{"Users":[0,85],"behavioral":[1,22,45,86],"patterns":[2,23,46,87],"are":[3,18,24],"one":[4],"of":[5,76,128],"the":[6,118],"main":[7],"research":[8,54],"directions":[9],"in":[10,37],"web":[11,38],"usage":[12],"mining.":[13],"Web":[14],"based":[15,39],"educational":[16,28,40,119,136],"systems":[17],"particularly":[19],"interesting":[20],"since":[21],"closely":[25],"related":[26,133],"to":[27,47,103,116,122,134],"performance.":[29,137],"In":[30],"this":[31],"paper":[32],"we":[33],"focus":[34],"on":[35,58],"attractors":[36,120],"systems,":[41],"i.e.,":[42],"qualitative":[43],"specific":[44],"which":[48],"users":[49,129],"adhere":[50],"over":[51],"time.":[52],"The":[53],"has":[55],"been":[56,71,79,89],"conducted":[57],"a":[59,96],"locally":[60],"developed":[61],"e-learning":[62],"platform":[63],"called":[64],"PULSE.":[65],"Data":[66],"gathered":[67],"from":[68],"weblogs":[69],"have":[70,78,88],"preprocessed":[72],"and":[73,110,121,130],"conceptual":[74,108],"landscapes":[75],"knowledge":[77,125],"built":[80],"using":[81],"Formal":[82],"Concept":[83],"Analysis.":[84],"detected":[90],"herefrom,":[91],"or":[92],"by":[93],"moving":[94],"ahead":[95],"triadic":[97,111],"view.":[98],"Triadic":[99],"concepts":[100],"enabled":[101],"us":[102],"detect":[104],"unstructured":[105],"attractors,":[106],"while":[107],"hierarchies":[109],"concept":[112],"sets":[113],"made":[114],"possible":[115],"investigate":[117],"derive":[123],"valuable":[124],"about":[126],"bundle":[127],"their":[131,135],"behavior":[132]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
