Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics最新文献
Stefan Bordag, Christian Hänig, Christian Beutenmüller
{"title":"A Structuralist Approach for Personal Knowledge Exploration Systems on Mobile Devices","authors":"Stefan Bordag, Christian Hänig, Christian Beutenmüller","doi":"10.1007/978-3-319-12655-5_6","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_6","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"19 1","pages":"115-136"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77052651","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Learning Textologies: Networks of Linked Word Clusters","authors":"Hristo Tanev","doi":"10.1007/978-3-319-12655-5_2","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_2","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"39 1","pages":"25-40"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86238869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Natural Language Processing Supporting Interoperability in Healthcare","authors":"F. Oemig, B. Blobel","doi":"10.1007/978-3-319-12655-5_7","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_7","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"51 1","pages":"137-156"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75636911","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
P. Oesterling, Christian Heine, G. Weber, G. Scheuermann
{"title":"A Topology-Based Approach to Visualize the Thematic Composition of Document Collections","authors":"P. Oesterling, Christian Heine, G. Weber, G. Scheuermann","doi":"10.1007/978-3-319-12655-5_4","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_4","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"41 1","pages":"63-85"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77476802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Simple, Fast and Accurate Taxonomy Learning","authors":"Zornitsa Kozareva","doi":"10.1007/978-3-319-12655-5_3","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_3","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"28 1 1","pages":"41-62"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82839038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Marco Büchler, Philip R. Burns, Martin Müller, E. Franzini, G. Franzini
{"title":"Towards a Historical Text Re-use Detection","authors":"Marco Büchler, Philip R. Burns, Martin Müller, E. Franzini, G. Franzini","doi":"10.1007/978-3-319-12655-5_11","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_11","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"47 1","pages":"221-238"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78233877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Verónica Pérez-Rosas, Cristian-Sorin Bologa, Mihai Burzo, Rada Mihalcea
{"title":"Deception Detection Within and Across Cultures","authors":"Verónica Pérez-Rosas, Cristian-Sorin Bologa, Mihai Burzo, Rada Mihalcea","doi":"10.1007/978-3-319-12655-5_8","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_8","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"23 1","pages":"157-175"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73062944","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Sentiment Analysis: What's Your Opinion?","authors":"J. Sonntag, Manfred Stede","doi":"10.1007/978-3-319-12655-5_9","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_9","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"42 6 1","pages":"177-199"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85022353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multi-perspective Event Detection in Texts Documenting the 1944 Battle of Arnhem","authors":"M. Düring, Antal van den Bosch","doi":"10.1007/978-3-319-12655-5_10","DOIUrl":"https://doi.org/10.1007/978-3-319-12655-5_10","url":null,"abstract":"","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"75 1","pages":"201-219"},"PeriodicalIF":0.0,"publicationDate":"2014-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83819409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kristina Doing-Harris, Olga Patterson, Sean Igo, John Hurdle
{"title":"Document Sublanguage Clustering to Detect Medical Specialty in Cross-institutional Clinical Texts.","authors":"Kristina Doing-Harris, Olga Patterson, Sean Igo, John Hurdle","doi":"10.1145/2512089.2512101","DOIUrl":"https://doi.org/10.1145/2512089.2512101","url":null,"abstract":"<p><p>This paper reports on a set of studies designed to identify sublanguages in documents for domain-specific processing across institutions. Psychological evidence indicates that humans use context-specific linguistic information when they read. Natural Language Processing (NLP) pipelines are successful within specific domains (i.e., contexts). To limit the number of domain-specific NLP systems, a natural focus would be on sublanguages. Sublanguages are identified by shared lexical and semantic features.[1] Patterson and Hurdle[2] developed a sublanguage identification system that functioned well for 12 clinical specialties at the University of Utah. The current work compares sublanguages across institutions. Using a clinical NLP pipeline augmented by a new document corpus from the University of Pittsburg (UPitt), new documents were assigned to clusters based on the minimum cosine-distance to a Utah cluster centroid. The UPitt documents were divided into a nine-group specialty corpus. Across institutions, five of the specialty groups fell within the expected clusters. We find that clustering encounters difficulty due to documents with mixed sublanguages; naming convention differences across institutions; and document types used across specialties. The findings indicate that clinical specialty sublanguages can be identified across institutions.</p>","PeriodicalId":91598,"journal":{"name":"Proceedings of the ACM ... International Workshop on Data and Text Mining in Biomedical Informatics. ACM International Workshop on Data and Text Mining in Biomedical Informatics","volume":"2013 ","pages":"9-12"},"PeriodicalIF":0.0,"publicationDate":"2013-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1145/2512089.2512101","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"34459915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}