{"id":"https://openalex.org/W2626566747","doi":"https://doi.org/10.1145/3091478.3098865","title":"Predicting Research that will be Cited in Policy Documents","display_name":"Predicting Research that will be Cited in Policy Documents","publication_year":2017,"publication_date":"2017-06-25","ids":{"openalex":"https://openalex.org/W2626566747","doi":"https://doi.org/10.1145/3091478.3098865","mag":"2626566747"},"language":"en","primary_location":{"id":"doi:10.1145/3091478.3098865","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3091478.3098865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Web Science Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1706.04140","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bharat Kale","orcid":null},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bharat Kale","raw_affiliation_strings":["Northern Illinois University, DeKalb, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Illinois University, DeKalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Harish Varma Siravuri","orcid":null},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harish Varma Siravuri","raw_affiliation_strings":["Northern Illinois University, DeKalb, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Illinois University, DeKalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hamed Alhoori","orcid":null},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Alhoori","raw_affiliation_strings":["Northern Illinois University, DeKalb, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Illinois University, DeKalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]},{"author_position":"last","author":{"id":null,"display_name":"Michael E. Papka","orcid":null},"institutions":[{"id":"https://openalex.org/I102502594","display_name":"Northern Illinois University","ror":"https://ror.org/012wxa772","country_code":"US","type":"education","lineage":["https://openalex.org/I102502594"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael E. Papka","raw_affiliation_strings":["Northern Illinois University, DeKalb, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northern Illinois University, DeKalb, IL, USA","institution_ids":["https://openalex.org/I102502594"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I102502594"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.11595639,"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":"389","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10102","display_name":"scientometrics and bibliometrics research","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.945900022983551,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.930400013923645,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"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/public-policy","display_name":"Public policy","score":0.43639999628067017},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.41690000891685486},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4052000045776367},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.3098999857902527},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.2989000082015991},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.289000004529953}],"concepts":[{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.436599999666214},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.43639999628067017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4235000014305115},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.41690000891685486},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4052000045776367},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.36820000410079956},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3098999857902527},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.2989000082015991},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26649999618530273},{"id":"https://openalex.org/C192065140","wikidata":"https://www.wikidata.org/wiki/Q1147928","display_name":"Multinomial distribution","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.25690001249313354},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2535000145435333}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3091478.3098865","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3091478.3098865","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 ACM on Web Science Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1706.04140","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.04140","pdf_url":"https://arxiv.org/pdf/1706.04140","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1706.04140","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.04140","pdf_url":"https://arxiv.org/pdf/1706.04140","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1590172184","https://openalex.org/W1990918794","https://openalex.org/W2064816492","https://openalex.org/W2073020593","https://openalex.org/W2079873959","https://openalex.org/W2106053034","https://openalex.org/W2145478386","https://openalex.org/W2211890506","https://openalex.org/W2567946352","https://openalex.org/W3104705690"],"related_works":[],"abstract_inverted_index":{"Scientific":[0],"publications":[1],"and":[2,30,82,90],"other":[3],"genres":[4],"of":[5,18,27,33],"research":[6,35,49],"output":[7],"are":[8],"increasingly":[9],"being":[10],"cited":[11,55],"in":[12,16,56],"policy":[13,59],"documents.":[14],"Citations":[15],"documents":[17],"this":[19,38],"nature":[20],"could":[21],"be":[22,54],"considered":[23],"a":[24,47,57],"critical":[25],"indicator":[26],"the":[28,34,63,75],"significance":[29],"societal":[31],"impact":[32],"output.":[36],"In":[37],"study,":[39],"we":[40],"built":[41],"classification":[42],"models":[43],"that":[44,87],"predict":[45],"whether":[46],"particular":[48],"work":[50],"is":[51],"likely":[52],"to":[53],"public":[58],"document":[60],"based":[61,77],"on":[62,69,78],"attention":[64],"it":[65],"received":[66],"online,":[67],"primarily":[68],"social":[70],"media":[71],"platforms.":[72],"We":[73,85],"evaluated":[74],"classifiers":[76,94],"their":[79],"accuracy,":[80],"precision,":[81],"recall":[83],"values.":[84],"found":[86],"Random":[88],"Forest":[89],"Multinomial":[91],"Naive":[92],"Bayes":[93],"performed":[95],"better":[96],"overall.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2017-06-23T00:00:00"}