{"id":"https://openalex.org/W2021124673","doi":"https://doi.org/10.1109/iisa.2014.6878765","title":"Text classification for children with dyslexia employing user modelling techniques","display_name":"Text classification for children with dyslexia employing user modelling techniques","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2021124673","doi":"https://doi.org/10.1109/iisa.2014.6878765","mag":"2021124673"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2014.6878765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2014.6878765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IISA 2014, The 5th International Conference on Information, Intelligence, Systems and Applications","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/A5044738066","display_name":"Chris Litsas","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Chris Litsas","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens","Sch. of Electr. & Comput. Eng., Nat. Technol. Univ. of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Nat. Technol. Univ. of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009777804","display_name":"Maria Mastropavlou","orcid":"https://orcid.org/0000-0001-6330-9409"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maria Mastropavlou","raw_affiliation_strings":["Department of Philology, University of Ioannina","Department of Philology, University of Ioannina , Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Philology, University of Ioannina","institution_ids":["https://openalex.org/I194019607"]},{"raw_affiliation_string":"Department of Philology, University of Ioannina , Ioannina, Greece","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011976306","display_name":"Antonios Symvonis","orcid":"https://orcid.org/0000-0002-0280-741X"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Symvonis","raw_affiliation_strings":["Department of Mathematics, School of Applied Mathematical and Physical Sciences, National Technical University of Athens","Dept. of Math., Nat. Tech. Univ. of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, School of Applied Mathematical and Physical Sciences, National Technical University of Athens","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"Dept. of Math., Nat. Tech. Univ. of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044738066"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":0.818,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80265129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13629","display_name":"Text Readability and Simplification","score":1.0,"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/T13629","display_name":"Text Readability and Simplification","score":1.0,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9696999788284302,"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/T12481","display_name":"Digital Accessibility for Disabilities","score":0.9517999887466431,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/readability","display_name":"Readability","score":0.9494615793228149},{"id":"https://openalex.org/keywords/dyslexia","display_name":"Dyslexia","score":0.800087571144104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7966033816337585},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.726689338684082},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6941368579864502},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.6852315664291382},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6818430423736572},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5624328255653381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46170786023139954},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35194551944732666},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.28177642822265625}],"concepts":[{"id":"https://openalex.org/C2778143727","wikidata":"https://www.wikidata.org/wiki/Q1820650","display_name":"Readability","level":2,"score":0.9494615793228149},{"id":"https://openalex.org/C506058694","wikidata":"https://www.wikidata.org/wiki/Q132971","display_name":"Dyslexia","level":3,"score":0.800087571144104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7966033816337585},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.726689338684082},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6941368579864502},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.6852315664291382},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6818430423736572},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5624328255653381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46170786023139954},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35194551944732666},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.28177642822265625},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2014.6878765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2014.6878765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IISA 2014, The 5th International Conference on Information, Intelligence, Systems and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W123044583","https://openalex.org/W611137783","https://openalex.org/W1481128830","https://openalex.org/W1507711477","https://openalex.org/W1509228788","https://openalex.org/W1602368597","https://openalex.org/W1967390364","https://openalex.org/W2048587526","https://openalex.org/W2153878654","https://openalex.org/W2314072972","https://openalex.org/W2604252976","https://openalex.org/W2782605946","https://openalex.org/W6628960004","https://openalex.org/W6699081635"],"related_works":["https://openalex.org/W1964661231","https://openalex.org/W3110264473","https://openalex.org/W4254960163","https://openalex.org/W2032810564","https://openalex.org/W2370831213","https://openalex.org/W2972807713","https://openalex.org/W4315704968","https://openalex.org/W2100255360","https://openalex.org/W2107506952","https://openalex.org/W3135287016"],"abstract_inverted_index":{"The":[0,104],"problem":[1],"of":[2,14,34,71,114,123],"text-readability":[3],"has":[4],"received":[5],"great":[6],"attention":[7],"in":[8,22,60,109],"the":[9,12,32,35,69,72,79,90,101,110,115,121],"literature.":[10],"However,":[11],"classification":[13,112],"a":[15,43,82],"text":[16,49,111],"as":[17],"readable":[18],"is":[19,68],"based":[20],"solely":[21],"its":[23],"linguistic":[24,80],"complexity":[25],"and":[26,57,62],"does":[27],"not":[28],"take":[29],"into":[30],"account":[31],"skills":[33],"intended":[36],"reader.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41,93],"make":[42],"first":[44],"attempt":[45],"to":[46,65,119],"study":[47],"user-specific":[48],"readability.":[50],"We":[51],"focus":[52],"on":[53,89],"readers":[54],"with":[55,84,129],"dyslexia":[56,85],"documents":[58],"written":[59],"English":[61],"Greek.":[63],"Central":[64],"our":[66],"approach":[67],"notion":[70],"user's":[73,91],"profile":[74],"which":[75],"carries":[76],"information":[77],"regarding":[78],"difficulties":[81],"user":[83],"may":[86],"experience.":[87],"Based":[88],"profile,":[92],"develop":[94],"heuristics":[95,106],"for":[96,100,127],"evaluating":[97],"text's":[98],"readability":[99],"specific":[102],"user.":[103],"developed":[105],"are":[107],"incorporated":[108],"services":[113],"iLearnRW1":[116],"project,":[117],"aiming":[118],"facilitate":[120],"selection":[122],"appropriate/suitable":[124],"reading":[125],"resources":[126],"children":[128],"dyslexia.":[130]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
