{"id":"https://openalex.org/W2183482630","doi":null,"title":"Strategies in Computer-Assisted Text Analysis","display_name":"Strategies in Computer-Assisted Text Analysis","publication_year":2016,"publication_date":"2016-07-20","ids":{"openalex":"https://openalex.org/W2183482630","mag":"2183482630"},"language":"en","primary_location":{"id":"pmh:oai:run.unl.pt:10362/53611","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/53611","pdf_url":"http://hdl.handle.net/10362/53611","source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"working paper"},"volume":null,"type":"report","is_traditional":false,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10362/53611","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004004432","display_name":"Alan Brier","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alan Brier","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084157590","display_name":"Elisabetta De Giorgi","orcid":"https://orcid.org/0000-0002-6553-341X","observed_orcids":["https://orcid.org/0000-0002-6553-341X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elisabetta De Giorgi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5057279547","display_name":"Bruno Hopp","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bruno Hopp","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":1.0,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.0,"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/T12377","display_name":"Digital Humanities and Scholarship","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automated-text-analysis","display_name":"computational text analysis","score":0.9950000047683716},{"id":"https://openalex.org/keywords/bayesian-estimation","display_name":"Bayesian estimation","score":0.6159999966621399},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"latent Dirichlet allocation","score":0.9179999828338623},{"id":"https://openalex.org/keywords/co-word-analysis","display_name":"co-word analysis","score":0.9300000071525574},{"id":"https://openalex.org/keywords/italian-parliament","display_name":"Italian Parliament","score":0.7739999890327454}],"concepts":[{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.8202452659606934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6480001211166382},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.6287776827812195},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5646752715110779},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5572682023048401},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5518381595611572},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5280167460441589},{"id":"https://openalex.org/C2781440851","wikidata":"https://www.wikidata.org/wiki/Q35749","display_name":"Parliament","level":3,"score":0.5256698727607727},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.4932252764701843},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.48420265316963196},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.45643579959869385},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41490602493286133},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41182243824005127},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2753332853317261},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.21133464574813843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1565445065498352},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.12422066926956177},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:run.unl.pt:10362/53611","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/53611","pdf_url":"http://hdl.handle.net/10362/53611","source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"working paper"},{"id":"mag:2183482630","doi":null,"is_oa":false,"landing_page_url":"http://apb.newmdsx.com/strategies.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:run.unl.pt:10362/53611","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10362/53611","pdf_url":"http://hdl.handle.net/10362/53611","source":{"id":"https://openalex.org/S4306402433","display_name":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":null,"raw_type":"working paper"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2183482630.pdf","grobid_xml":"https://content.openalex.org/works/W2183482630.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W602985745","https://openalex.org/W1554095263","https://openalex.org/W1753361524","https://openalex.org/W1820840969","https://openalex.org/W1880262756","https://openalex.org/W1967668743","https://openalex.org/W1978293767","https://openalex.org/W1997234852","https://openalex.org/W1997669826","https://openalex.org/W1998151601","https://openalex.org/W2001082470","https://openalex.org/W2001174878","https://openalex.org/W2004026774","https://openalex.org/W2006500177","https://openalex.org/W2009440374","https://openalex.org/W2009659525","https://openalex.org/W2025108637","https://openalex.org/W2025341678","https://openalex.org/W2029062258","https://openalex.org/W2029651345","https://openalex.org/W2032618685","https://openalex.org/W2034592824","https://openalex.org/W2037604136","https://openalex.org/W2045218416","https://openalex.org/W2067679731","https://openalex.org/W2067752346","https://openalex.org/W2069736034","https://openalex.org/W2079656678","https://openalex.org/W2085729670","https://openalex.org/W2092184035","https://openalex.org/W2100653055","https://openalex.org/W2118942683","https://openalex.org/W2125828838","https://openalex.org/W2128151805","https://openalex.org/W2129302262","https://openalex.org/W2130416410","https://openalex.org/W2151375725","https://openalex.org/W2153377606","https://openalex.org/W2161793142","https://openalex.org/W2188031417","https://openalex.org/W2312344001","https://openalex.org/W2331735524","https://openalex.org/W2334889010","https://openalex.org/W2337490104","https://openalex.org/W2796258208"],"related_works":["https://openalex.org/W2569036279","https://openalex.org/W6978450635","https://openalex.org/W2969035532","https://openalex.org/W6962695918","https://openalex.org/W2223218449","https://openalex.org/W7017909586","https://openalex.org/W4255943491","https://openalex.org/W2398241463","https://openalex.org/W2947193716","https://openalex.org/W7135744217"],"abstract_inverted_index":{"This":[0],"paper":[1],"reviews":[2],"the":[3,9,17,40,50,58,97,104,109],"logic":[4],"of":[5,26,30,43,52,54,60,79,100,129],"attempts":[6],"to":[7,96,103,115],"automate":[8],"processes":[10],"involved":[11],"in":[12,16,23,28,57,70,108,118,126],"computer-assisted":[13],"text":[14],"analysis":[15,25,46,51],"social":[18],"sciences.":[19],"Bayesian":[20],"estimation":[21],"methods":[22],"spatial":[24],"variations":[27],"positions":[29],"political":[31],"parties":[32],"over":[33],"time":[34],"and":[35,120],"Latent":[36],"Dirichlet":[37],"Allocation":[38],"from":[39],"developing":[41],"field":[42],"latent":[44],"topic":[45],"are":[47,87],"compared":[48],"with":[49],"structures":[53],"word":[55,80],"co-occurrences":[56],"tradition":[59],"content":[61],"analysis,":[62],"using":[63],"Procrustean":[64],"individual":[65],"differences":[66],"scaling.":[67],"Each":[68],"depends":[69],"practice":[71],"on":[72,75],"concentrating":[73],"attention":[74],"a":[76],"limited":[77],"number":[78],"tokens":[81],"regarded":[82],"as":[83,89,124],"meaningful":[84],"while":[85],"most":[86],"disregarded":[88],"inessential.":[90],"By":[91],"applying":[92],"apparently":[93],"competing":[94],"strategies":[95],"same":[98],"set":[99],"party":[101],"contributions":[102],"1997":[105],"budget":[106],"debate":[107],"Italian":[110],"parliament,":[111],"they":[112],"can":[113],"beshown":[114],"be":[116,122],"complementary":[117],"character":[119],"should":[121],"applied":[123],"such":[125],"comparing":[127],"material":[128],"this":[130],"kind.":[131]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}
