Browsing NTNU Open by Author "Marsi, Erwin"
Now showing items 1-13 of 13
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Care episode retrieval: Distributional semantic models for information retrieval in the clinical domain
Moen, Hans; Ginter, Filip; Marsi, Erwin; Murtola, Laura-Maria; Salakoski, Tapio; Salanterä, Sanna (Journal article; Peer reviewed, 2015)Patients' health related information is stored in electronic health records (EHRs) by health service providers. These records include sequential documentation of care episodes in the form of clinical notes. EHRs are used ... -
Deliverable D1.5: Source Code and Interface of LKDB Software
Marsi, Erwin; Øzturk, Pinar; Barik, Biswanath (Research report, 2016-12-20) -
Event Causality Extraction from Natural Science Literature
Barik, Biswanath; Marsi, Erwin; Øzturk, Pinar (Journal article, 2016)We aim to develop a text mining framework capable ofidentifying and extractingcausal dependenciesamongchanging variables(orevents) from scientific publications in the cross-disciplinary field ofoceanographic ... -
Generalization of Named Entities - Using Linked Data
Næss, Sindre (Master thesis, 2015)In the climate sciences, it is not feasible for a scientist to read more than a small fraction of all the papers currently being published. Our group is attempting to help climate scientists by making a tool for discovering ... -
Interactive Exploration of Consensus in Climate Science
Bøhler, Henrik; Asla, Petter Fagerlund (Master thesis, 2016)Global warming has been a controversial topic of discussion in environmental studies in recent years. This thesis describes an approach to automatically classify stance on anthropogenic (human-induced) global warming in ... -
Knowledge discovery from large collections of unstructured information
Siniarski, Mateusz (Master thesis, 2016)The number of scientific publications is increasing by 3% per year, making it difficult for scientists to keep up with new research and to find relevant papers. As a result, time they could spent on research is used to ... -
Knowledge Discovery in Climate Science using Jess rule Engine
Ryager, Knut Harald (Master thesis, 2016)Climate change is a difficult research problem, requiring insight from vast fields such as chemistry, biology, climatology and oceanography. As the ever increasing publishing of information in these fields continue, text ... -
Literature-based knowledge discovery in climate science
Aamot, Elias (Master thesis, 2014)Climate change caused by anthropogenic activity is one of the biggest challenges of our time. Researchers are striving to understand the effects of global warming on the ecological systems of the oceans, and how these ... -
Named Entity Recognition in the Climate Change domain - An examination of NER systems for climatological knowledge discovery
Holloway, Sean William (Master thesis, 2015)This study evaluates existing Named Entity Recognition systems for their viability as a part of the larger Ocean-Certain project. Motivation for the Ocean-Certain initiative and this project is given, together with research ... -
NTNU-1@ScienceIE at SemEval-2017 Task 10: Identifying and Labelling Keyphrases with Conditional Random Fields
Marsi, Erwin; Skidar, Utpal; Marco, Cristina; Barik, Biswanath; Sætre, Rune (Chapter, 2017)We present NTNU’s systems for Task A (prediction of keyphrases) and Task B (labelling as Material, Process or Task) at SemEval 2017 Task 10: Extracting Keyphrases and Relations from Scientific Publications (Augenstein et ... -
Plagiarism Detection: A combined Approach
Perleka, Erisa (Master thesis, 2014)The task of automated plagiarism detection is about finding out pieces of a text which have been derived from another text. This task could require to scan a large number of documents, until the one from which the text it ... -
Plagiarism Detection: An Overview of Text Alignment Techniques
Perleka, Erisa (Master thesis, 2013)The task of plagiarism detection is to look at a given document and establish whether it is an original or not. More specifically, it concerns the disclosure of which sentences or passages are plagiarised from which ... -
Towards Text Mining in Climate Science:Extraction of Quantitative Variables and their Relations
Marsi, Erwin; Øzturk, Pinar; Aamot, Elias; Sizov, Gleb Valerjevich; Ardelan, Murat Van (Chapter, 2014)This paper addresses text mining in the cross disciplinary fields of climate science, marine science and environmental science. It is motivated by the desire for literature-based knowledge discovery from scientific ...