{"id":"https://openalex.org/W2107676735","doi":"https://doi.org/10.1145/2513549.2513557","title":"Are words enough?","display_name":"Are words enough?","publication_year":2013,"publication_date":"2013-10-28","ids":{"openalex":"https://openalex.org/W2107676735","doi":"https://doi.org/10.1145/2513549.2513557","mag":"2107676735"},"language":"en","primary_location":{"id":"doi:10.1145/2513549.2513557","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2513549.2513557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/413290","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064724661","display_name":"Susana Zoghbi","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Susana Zoghbi","raw_affiliation_strings":["KU Leuven, Leuven, Belgium","KU Leuven, Leuven (Belgium)"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven, Leuven (Belgium)","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014866912","display_name":"Ivan Vuli\u0107","orcid":"https://orcid.org/0000-0002-5161-5422"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ivan Vuli\u0107","raw_affiliation_strings":["KU Leuven, Leuven, Belgium","KU Leuven, Leuven (Belgium)"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven, Leuven (Belgium)","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075796989","display_name":"Marie\u2010Francine Moens","orcid":"https://orcid.org/0000-0002-3732-9323"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Marie-Francine Moens","raw_affiliation_strings":["KU Leuven, Leuven, Belgium","KU Leuven, Leuven (Belgium)"],"affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven, Leuven (Belgium)","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064724661"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":1.9237,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88632401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9987999796867371,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7933452725410461},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7760549783706665},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7736311554908752},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6091391444206238},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.569636881351471},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5482752919197083},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5050542950630188},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4245736598968506},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3840867877006531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30286771059036255},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09329482913017273}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7933452725410461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7760549783706665},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7736311554908752},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6091391444206238},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.569636881351471},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5482752919197083},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5050542950630188},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4245736598968506},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3840867877006531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30286771059036255},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09329482913017273},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2513549.2513557","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2513549.2513557","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/413290","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/413290","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"CIKM 2013 international workshop on mining unstructured big data using natural language processing (MNLP 2013), San Francisco, CA, USA, 27 October - 1 November 2013","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/413290","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/413290","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"CIKM 2013 international workshop on mining unstructured big data using natural language processing (MNLP 2013), San Francisco, CA, USA, 27 October - 1 November 2013","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1732828232","https://openalex.org/W1869574107","https://openalex.org/W1880262756","https://openalex.org/W1928657940","https://openalex.org/W1972594981","https://openalex.org/W2004192095","https://openalex.org/W2026953311","https://openalex.org/W2027778380","https://openalex.org/W2042980227","https://openalex.org/W2053194522","https://openalex.org/W2063904635","https://openalex.org/W2096276656","https://openalex.org/W2101004782","https://openalex.org/W2146536297","https://openalex.org/W2155188720","https://openalex.org/W2159094788","https://openalex.org/W2169213601","https://openalex.org/W2280945872","https://openalex.org/W2334889010","https://openalex.org/W2400651142","https://openalex.org/W3099501933","https://openalex.org/W4246858749","https://openalex.org/W6640155274","https://openalex.org/W6675262872","https://openalex.org/W6695658589","https://openalex.org/W6703074907","https://openalex.org/W6713191259"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2393816671","https://openalex.org/W2158836806","https://openalex.org/W2083665254"],"abstract_inverted_index":{"User-generated":[0],"content":[1,29],"offers":[2],"opportunities":[3],"to":[4,16,56,69,77],"learn":[5],"about":[6],"people's":[7],"interests":[8],"and":[9,22,33,41,51],"hobbies.":[10],"We":[11],"can":[12],"leverage":[13],"this":[14,28,44],"information":[15],"help":[17],"users":[18],"find":[19,24],"interesting":[20],"shops":[21,79],"businesses":[23],"interested":[25],"users.":[26],"However":[27],"is":[30,68],"highly":[31],"noisy":[32],"unstructured":[34],"as":[35],"posted":[36],"on":[37],"social":[38,60],"media":[39,61],"sites":[40],"blogs.":[42],"In":[43],"work":[45],"we":[46],"evaluate":[47],"different":[48],"textual":[49],"representations":[50,90],"retrieval":[52],"models":[53],"that":[54,88,91],"aim":[55],"make":[57],"sense":[58],"of":[59,73],"data":[62],"for":[63],"retail":[64],"applications.":[65],"Our":[66,85],"task":[67],"link":[70],"the":[71,99],"text":[72],"pins":[74],"(from":[75],"Pinterest.com)":[76],"online":[78],"(formed":[80],"by":[81],"clustering":[82],"Amazon.com's":[83],"products).":[84],"results":[86],"show":[87],"document":[89],"combine":[92],"latent":[93],"concepts":[94],"with":[95],"single":[96],"words":[97],"yield":[98],"best":[100],"performance.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
