{"id":"https://openalex.org/W2556945291","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737739","title":"How to talk to strangers: Generating medical reports for first-time users","display_name":"How to talk to strangers: Generating medical reports for first-time users","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2556945291","doi":"https://doi.org/10.1109/fuzz-ieee.2016.7737739","mag":"2556945291"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2016.7737739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://researchrepository.napier.ac.uk/id/eprint/9673","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077450332","display_name":"Dimitra Gkatzia","orcid":"https://orcid.org/0000-0001-8568-7806"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dimitra Gkatzia","raw_affiliation_strings":["Institute of Informatics and Digital Innovation, Edinburgh Napier University, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Informatics and Digital Innovation, Edinburgh Napier University, Edinburgh, UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076593865","display_name":"Verena Rieser","orcid":"https://orcid.org/0000-0001-6117-4395"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Verena Rieser","raw_affiliation_strings":["Interaction Lab, Heriot-Watt University, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interaction Lab, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I32062511"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010949145","display_name":"Oliver Lemon","orcid":"https://orcid.org/0000-0001-9497-4743"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oliver Lemon","raw_affiliation_strings":["Interaction Lab, Heriot-Watt University, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interaction Lab, Heriot-Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I32062511"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"579","last_page":"586"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.996999979019165,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.996999979019165,"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/T12031","display_name":"Speech and dialogue systems","score":0.9968000054359436,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9952999949455261,"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":0.8730854988098145},{"id":"https://openalex.org/keywords/natural-language-generation","display_name":"Natural language generation","score":0.7894318103790283},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7086776494979858},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6582057476043701},{"id":"https://openalex.org/keywords/text-generation","display_name":"Text generation","score":0.4753111004829407},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.44447481632232666},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37716156244277954},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37415826320648193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33149921894073486},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33107900619506836}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8730854988098145},{"id":"https://openalex.org/C2776187449","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Natural language generation","level":3,"score":0.7894318103790283},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7086776494979858},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6582057476043701},{"id":"https://openalex.org/C2985684807","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Text generation","level":2,"score":0.4753111004829407},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.44447481632232666},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37716156244277954},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37415826320648193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33149921894073486},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33107900619506836},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzz-ieee.2016.7737739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2016.7737739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:napier-surface.worktribe.com:168885","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/id/eprint/9673","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"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":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:repository@napier.ac.uk:168885","is_oa":true,"landing_page_url":"https://napier-repository.worktribe.com/168885/1/How%20to%20talk%20to%20strangers%3A%20Generating%20medical%20reports%20for%20first-time%20users","pdf_url":null,"source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:napier-surface.worktribe.com:168885","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/id/eprint/9673","pdf_url":null,"source":{"id":"https://openalex.org/S4306400544","display_name":"Research Output (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"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":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G424523699","display_name":null,"funder_award_id":"EP/L026775/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6629039517","display_name":null,"funder_award_id":"EP/M005429/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W73056518","https://openalex.org/W96832021","https://openalex.org/W156935549","https://openalex.org/W264301034","https://openalex.org/W921190741","https://openalex.org/W1177944865","https://openalex.org/W1506010655","https://openalex.org/W1521413921","https://openalex.org/W1570448133","https://openalex.org/W1595498733","https://openalex.org/W1681454004","https://openalex.org/W1992419399","https://openalex.org/W2003170434","https://openalex.org/W2026948419","https://openalex.org/W2054362711","https://openalex.org/W2058043539","https://openalex.org/W2068537423","https://openalex.org/W2068971403","https://openalex.org/W2080887205","https://openalex.org/W2099542783","https://openalex.org/W2109599904","https://openalex.org/W2110313598","https://openalex.org/W2123640007","https://openalex.org/W2126410802","https://openalex.org/W2127697324","https://openalex.org/W2132130164","https://openalex.org/W2132238464","https://openalex.org/W2139054360","https://openalex.org/W2144796716","https://openalex.org/W2145849398","https://openalex.org/W2149029524","https://openalex.org/W2151397068","https://openalex.org/W2152883745","https://openalex.org/W2153443464","https://openalex.org/W2159932990","https://openalex.org/W2160635405","https://openalex.org/W2163077357","https://openalex.org/W2166712248","https://openalex.org/W2251064019","https://openalex.org/W2252152825","https://openalex.org/W2980639963","https://openalex.org/W6603994256","https://openalex.org/W6606445964","https://openalex.org/W6631251741","https://openalex.org/W6634094483","https://openalex.org/W6637505772","https://openalex.org/W6667885248","https://openalex.org/W6676524823","https://openalex.org/W6679541131","https://openalex.org/W6680624040","https://openalex.org/W6681627890","https://openalex.org/W6682381398","https://openalex.org/W6683770470","https://openalex.org/W6691322157","https://openalex.org/W6769487835"],"related_works":["https://openalex.org/W3019906500","https://openalex.org/W4285816270","https://openalex.org/W2171759076","https://openalex.org/W3111232506","https://openalex.org/W3037013468","https://openalex.org/W67826833","https://openalex.org/W4287812620","https://openalex.org/W382594479","https://openalex.org/W2153939059","https://openalex.org/W139449664"],"abstract_inverted_index":{"We":[0],"propose":[1,57],"a":[2,27,58],"novel":[3,59],"approach":[4,96],"for":[5,30,61,65,74],"handling":[6],"first-time":[7,24,66],"users":[8,25,46,88],"in":[9,19,38,101],"the":[10,20,41,75,83],"context":[11],"of":[12,77,86],"automatic":[13],"report":[14],"generation":[15],"from":[16],"time-series":[17],"data":[18],"health":[21],"domain.":[22],"Handling":[23],"is":[26],"common":[28],"problem":[29],"Natural":[31],"Language":[32],"Generation":[33],"(NLG)":[34],"and":[35,111],"interactive":[36],"systems":[37],"general":[39],"-":[40],"system":[42],"cannot":[43],"adapt":[44],"to":[45,72],"without":[47],"prior":[48],"interaction":[49],"or":[50],"user":[51,80],"knowledge.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56],"framework":[60],"generating":[62],"medical":[63],"reports":[64],"users,":[67,106],"using":[68],"multi-objective":[69],"optimisation":[70],"(MOO)":[71],"account":[73],"preferences":[76,85],"multiple":[78],"possible":[79],"types,":[81],"where":[82],"content":[84],"potential":[87],"are":[89],"modelled":[90],"as":[91],"objective":[92],"functions.":[93],"Our":[94],"proposed":[95],"outperforms":[97],"two":[98],"meaningful":[99],"baselines":[100],"an":[102],"evaluation":[103],"with":[104],"prospective":[105],"yielding":[107],"large":[108],"(=":[109,113],".79)":[110],"medium":[112],".46)":[114],"effect":[115],"sizes":[116],"respectively.":[117]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
