SEMANTIC TEXT MINING RESULTS & EVALUATION
Sensitivity of Semantic Signatures in Text Mining
... 1: Introduction The rapid technological advances in com puters and networking technologies have m ade it easy to manage large am ounts of data. T he world’s larg est and fastest growing text database is the ...
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ChemicalTagger: A tool for semantic text-mining in chemistry
... using text mining and natural language processing tools, we can extract both chemical entities and the relationships between those entities, and make the resulting data available in a machine-processable ...
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Semantic text mining support for lignocellulose research
... all text mining pipelines are brokered as NLP Web services through the Semantic Assistants framework ...- Text mining results displayed in Firefox through the Semantic ...
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Using Text Mining to Infer Semantic Attributes for Retail Data Mining
... 2 Related Work There has been some work in using textual sources to create knowledge bases consisting of objects and features associated with these objects. Craven et al.[3], as part of the WebKB group at Carnegie Mellon ...
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Semantic Structural Evaluation for Text Simplification
... our results show that existing measures, which mainly target lexical simplification, are ill-suited to predict hu- man judgments where structural simplification is ...and results are given in Sec- tion 7, ...
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The Evolution of an Evaluation Framework for a Text Mining System
... weighted results in order to calculate the value of each parent node, recursively up the tree to the root ...practical evaluation however it may not always be possible to achieve an ideal structure, but we ...
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Text Mining for Semantic Relations as a Support Base of a Scientific Portal Generator
... for mining of semantic relations and analysis of selected results and ...The text mining framework described in this paper is used as a part of PortaGe — an ongoing project aim- ing at ...
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Towards semantic interpretation of clinical narratives with ontology-based text mining
... for text mining ...by text segmentation. Ontology-based semantic typing is then used to drive the template filling ...lexico- semantic knowledge base, which is highly attuned to the ...
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SEWEBAR-CMS: Semantic Analytical Report Authoring for Data Mining Results
... Analytical report is a free-text document describing various elements of a data min- ing (DM) task: particularly the data, preprocessing steps, task setting and results. The data analyst can also include ...
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Opinion Mining in Latvian Text Using Semantic Polarity Analysis and Machine Learning Approach
... practice results obtained still need to be carefully vetted by language speakers as the results may contain ambiguities and ...and results obtained regarding opinion mining in languages other ...
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Learning from the History of Business Intelligence and Analytics Research at HICSS: A Semantic Text-mining Approach
... actual text-mining process, which included several reflective phases of collaborative ...and semantic meaning by examining the corresponding thesaurus (which Leximancer also ...underlying text ...
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Performance Evaluation of Semantic Based and Ontology Based Text Document Clustering Techniques
... Data mining is a technique that has been successfully exploited for this ...purpose. Text mining, a category of data mining, considers only digital documents or ...text. Text ...
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Deep Semantic Analysis of Text
... the results very encouraging, given this is our first evaluation of the sys- tem on text rather than ...building semantic structures rather than syntactic, the search space is much big- ger ...
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Evaluation of text mining systems for biology: overview of the Second BioCreative community challenge
... of Semantic Web and data integration technologies for the biological ...of text-based annota- tions for these entities, such as their associations to controlled vocabulary concepts in ontologies such as ...
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Reproducibility of Studies on Text Mining for Citation Screening in Systematic Reviews: Evaluation and Checklist
... scientific results through study replication is a pre-condition for accepting the validity of such ...independent results validation, therefore, study reproduction has been justified as the minimum ac- ...
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Evaluation and analysis of discovered patterns using pattern classification methods in text mining
... perfect evaluation of discovered patterns by adapting the concepts of Deployed Pattern Evaluation (DPE) and Individual Pattern Evaluation ...the semantic information in the patterns to improve ...
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An Evaluation of AIRES and STATISTICA Text Mining Tools as Applied to General Aviation Accidents
... As with the national-level analysis, the K-Means clustering process identifies three document clusters that are primarily indicative of fatal accidents. The first cluster included pilot failure to maintain adequate ...
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Semantic and stylistic text analysis and text summary evaluation
... a text as they did not change over ...a text, as the storyline of the TV show developed between the two different snapshot dates as new characters were ...
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Text Mining with Topical and Informative Measures using Semantic Ontology
... The text mining has been identified as dominant throughout the era in many scientific ...towards mining text ...in mining relevant text information or ...of text ...
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Synchronizing Text Documents using Semantic Similarity for Topic Mining
... supply. Text categorization [10] is the task of natural language texts to one or more predefined grouping based on their substance which is a significant factor in much information society and managing ...
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