{"id":"https://openalex.org/W2624932716","doi":"https://doi.org/10.18452/1444","title":"Visualising Topics in Document Collections","display_name":"Visualising Topics in Document Collections","publication_year":2017,"publication_date":"2017-03-24","ids":{"openalex":"https://openalex.org/W2624932716","doi":"https://doi.org/10.18452/1444","mag":"2624932716"},"language":"en","primary_location":{"id":"pmh:oai:edoc.hu-berlin.de:18452/2096","is_oa":true,"landing_page_url":"http://edoc.hu-berlin.de/18452/2096","pdf_url":"http://edoc.hu-berlin.de/18452/2096","source":{"id":"https://openalex.org/S4306400923","display_name":"edoc Publication server (Humboldt University of Berlin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39343248","host_organization_name":"Humboldt-Universit\u00e4t zu Berlin","host_organization_lineage":["https://openalex.org/I39343248"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://edoc.hu-berlin.de/18452/2096","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071233654","display_name":"Anastasia Christoforidis","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Christoforidis, Anastasia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014202421","display_name":"Ben Heuwing","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heuwing, Ben","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5009564435","display_name":"Thomas Mandl","orcid":"https://orcid.org/0000-0002-8398-9699"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mandl, Thomas","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071233654"],"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.6107000112533569,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.6107000112533569,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.4620726704597473},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4481293261051178},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4137241840362549}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4620726704597473},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4481293261051178},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4137241840362549}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:edoc.hu-berlin.de:18452/2096","is_oa":true,"landing_page_url":"http://edoc.hu-berlin.de/18452/2096","pdf_url":"http://edoc.hu-berlin.de/18452/2096","source":{"id":"https://openalex.org/S4306400923","display_name":"edoc Publication server (Humboldt University of Berlin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39343248","host_organization_name":"Humboldt-Universit\u00e4t zu Berlin","host_organization_lineage":["https://openalex.org/I39343248"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"},{"id":"doi:10.18452/1444","is_oa":true,"landing_page_url":"https://doi.org/10.18452/1444","pdf_url":null,"source":{"id":"https://openalex.org/S4306400923","display_name":"edoc Publication server (Humboldt University of Berlin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39343248","host_organization_name":"Humboldt-Universit\u00e4t zu Berlin","host_organization_lineage":["https://openalex.org/I39343248"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2624932716","is_oa":false,"landing_page_url":"https://edoc.hu-berlin.de/bitstream/18452/2096/1/christoforidis.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:edoc.hu-berlin.de:18452/2096","is_oa":true,"landing_page_url":"http://edoc.hu-berlin.de/18452/2096","pdf_url":"http://edoc.hu-berlin.de/18452/2096","source":{"id":"https://openalex.org/S4306400923","display_name":"edoc Publication server (Humboldt University of Berlin)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39343248","host_organization_name":"Humboldt-Universit\u00e4t zu Berlin","host_organization_lineage":["https://openalex.org/I39343248"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334763","display_name":"Leibniz-Gemeinschaft","ror":"https://ror.org/01n6r0e97"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2624932716.pdf","grobid_xml":"https://content.openalex.org/works/W2624932716.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3030188133","https://openalex.org/W2946720809","https://openalex.org/W1899738760","https://openalex.org/W2999784241","https://openalex.org/W3045198691","https://openalex.org/W3008479636","https://openalex.org/W2305088922","https://openalex.org/W2578517948","https://openalex.org/W1993774159","https://openalex.org/W3096867599","https://openalex.org/W2145906695","https://openalex.org/W2104734344","https://openalex.org/W3045691414","https://openalex.org/W87787753","https://openalex.org/W2140038674","https://openalex.org/W3007069220","https://openalex.org/W2745116430","https://openalex.org/W2754280334","https://openalex.org/W2097119225","https://openalex.org/W2136941273"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"two":[3],"multivariate":[4],"visualisations":[5,117],"which":[6],"provide":[7],"insights":[8],"into":[9],"topic":[10,58,89],"model":[11],"distributions":[12],"across":[13],"subcollections":[14],"of":[15,18,24,30,55,57,68,85,88,95],"a":[16,25,31,64,106],"collection":[17],"historical":[19,38],"textbooks":[20],"in":[21,37,118],"the":[22,69,76,86],"context":[23],"digital":[26,119],"humanities":[27,120],"project.":[28],"Results":[29],"qualitative":[32],"user":[33,77],"study":[34],"with":[35],"experts":[36],"research":[39],"indicate":[40],"that":[41,99],"network":[42],"graphs":[43],"are":[44,60,100],"more":[45,61],"appropriate":[46],"for":[47,63,115],"revealing":[48],"general":[49,83],"connections":[50,70],"among":[51],"subcollections,":[52],"while":[53],"small-multiples":[54],"heatmaps":[56],"correlations":[59],"suitable":[62],"finer":[65],"grained":[66],"analysis":[67,80],"between":[71],"specific":[72,101],"topics.":[73],"We":[74],"analyse":[75],"behaviour":[78],"during":[79],"to":[81,102],"identify":[82],"activities":[84,94],"interpretation":[87],"models":[90],"as":[91,93],"well":[92],"interpreting":[96],"visual":[97],"elements":[98],"each":[103],"visualisation.":[104],"As":[105],"result,":[107],"we":[108],"observed":[109],"usability":[110],"problems":[111],"and":[112],"show":[113],"potential":[114],"improved":[116],"applications.":[121]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}