{"id":"https://openalex.org/W2106344701","doi":"https://doi.org/10.1145/1871437.1871556","title":"Automatically suggesting topics for augmenting text documents","display_name":"Automatically suggesting topics for augmenting text documents","publication_year":2010,"publication_date":"2010-10-26","ids":{"openalex":"https://openalex.org/W2106344701","doi":"https://doi.org/10.1145/1871437.1871556","mag":"2106344701"},"language":"en","primary_location":{"id":"doi:10.1145/1871437.1871556","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1871437.1871556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101446790","display_name":"Robert West","orcid":"https://orcid.org/0000-0002-3984-1232"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert West","raw_affiliation_strings":["McGill University, Montr\u00e9al, PQ, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McGill University, Montr\u00e9al, PQ, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065836447","display_name":"Doina Precup","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Doina Precup","raw_affiliation_strings":["McGill University, Montr\u00e9al, PQ, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McGill University, Montr\u00e9al, PQ, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080591144","display_name":"Jo\u00eblle Pineau","orcid":"https://orcid.org/0000-0003-0747-7250"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joelle Pineau","raw_affiliation_strings":["McGill University, Montr\u00e9al, PQ, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McGill University, Montr\u00e9al, PQ, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":1.3623,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82160471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"929","last_page":"938"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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":0.9991999864578247,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/computer-science","display_name":"Computer science","score":0.8121428489685059},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.782588005065918},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7477169036865234},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7079519629478455},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5960143804550171},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5692793726921082},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40696394443511963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3290897309780121}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121428489685059},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.782588005065918},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7477169036865234},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7079519629478455},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5960143804550171},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5692793726921082},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40696394443511963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3290897309780121},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1871437.1871556","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1871437.1871556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th ACM international conference on Information and knowledge management","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.296.6694","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.296.6694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://infolab.stanford.edu/~west1/pubs/West-Precup-Pineau_CIKM-10.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.421.1609","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.421.1609","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.mcgill.ca/~jpineau/files/rwest-cikm10.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8100000023841858,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1484719069","https://openalex.org/W1486865875","https://openalex.org/W1532325895","https://openalex.org/W1880262756","https://openalex.org/W1960027552","https://openalex.org/W1967807490","https://openalex.org/W1970396504","https://openalex.org/W2001771035","https://openalex.org/W2022710553","https://openalex.org/W2049542021","https://openalex.org/W2071018679","https://openalex.org/W2090288396","https://openalex.org/W2100341149","https://openalex.org/W2131357087","https://openalex.org/W2145482038","https://openalex.org/W2151257584","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2118564381","https://openalex.org/W2163901716","https://openalex.org/W2152204162","https://openalex.org/W2739821120","https://openalex.org/W2150136235","https://openalex.org/W2026095310","https://openalex.org/W2140661912","https://openalex.org/W2037724912","https://openalex.org/W2056806613","https://openalex.org/W2153069032"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,9,16,28,108,117,143],"method":[3,124],"for":[4,64],"automated":[5],"topic":[6],"suggestion.":[7],"Given":[8],"plain-text":[10],"input":[11,25,132,157],"document,":[12],"our":[13,123],"algorithm":[14],"produces":[15],"ranking":[17],"of":[18,51,83,128,156],"novel":[19,87],"topics":[20,46,88,103],"that":[21,122,147],"could":[22],"enrich":[23],"the":[24,49,52,126,148],"document":[26],"in":[27,105],"meaningful":[29],"way.":[30],"It":[31],"can":[32,85],"thus":[33],"be":[34],"used":[35],"to":[36,43,48,67],"assist":[37],"human":[38,129],"authors,":[39],"who":[40],"often":[41],"fail":[42],"identify":[44],"important":[45],"relevant":[47],"context":[50],"documents":[53,66,133],"they":[54],"are":[55,134],"writing.":[56],"Our":[57],"approach":[58,149],"marries":[59],"two":[60],"algorithms":[61],"originally":[62],"designed":[63],"linking":[65],"Wikipedia":[68,135],"articles,":[69,136],"proposed":[70],"by":[71,89],"Milne":[72],"and":[73,76,137],"Witten":[74],"[15]":[75],"West":[77],"et":[78],"al.":[79],"[22].":[80],"While":[81],"neither":[82],"them":[84],"suggest":[86],"itself,":[90],"their":[91],"combination":[92],"does":[93],"have":[94],"this":[95,140],"capability.":[96],"The":[97],"key":[98],"step":[99],"towards":[100],"finding":[101],"missing":[102],"consists":[104],"generalizing":[106],"from":[107],"large":[109],"background":[110],"corpus":[111],"using":[112],"principal":[113],"component":[114],"analysis.":[115],"In":[116],"quantitative":[118],"evaluation":[119],"we":[120,138],"conclude":[121],"achieves":[125],"precision":[127],"editors":[130],"when":[131],"complement":[139],"result":[141],"with":[142],"qualitative":[144],"analysis":[145],"showing":[146],"also":[150],"works":[151],"well":[152],"on":[153],"other":[154],"types":[155],"documents.":[158]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}