Social Communities Knowledge Discovery: Approaches applied to clinical study

Chandrasekar, Prashant

Social Communities Knowledge Discovery: Approaches applied to clinical study

dc.contributor.author	Chandrasekar, Prashant	en
dc.date.accessioned	2017-06-28T15:14:49Z	en
dc.date.available	2017-06-28T15:14:49Z	en
dc.date.issued	2017-05	en
dc.description.abstract	In recent efforts being conducted by the Social Interactome team, to validate hypotheses of the study, we have worked to make sense of the data that has been collected during two 16-week experiments and three Amazon Mechanical Turk deployments. The complexity in the data has made it challenging to discover insights/patterns. The goal of the semester was to explore newer methods to analyze the data. Through such discovery, we can test/validate hypotheses about the data, that would provide a direction for our contextual inquiry to predict attributes and behavior of participants in the study. The report and slides highlight two possible approaches that employ statistical relational learning for structure learning and network classification. Related files include data and software used during this study; results are given from the analyses undertaken.	en
dc.description.notes	Submission contains following files: - SocialCommunitiesFiles.zip: Zipped folder containing the software/code for execution. Contents are described in the readme file. - SocialCommunitiesReport.docx: Final report of the class project outlining the goals and describing outcomes. - SocialCommunitiesReport.pdf: PDF version of the above docx file - SocialCommunitiesReport.pptx: Presentation of the class project - SocialCommunitiesReport.pdf: PDF version of the above pptx file	en
dc.description.sponsorship	NIH Grant 1R01DA039456-01: The Social Interactome of Recovery: Social Media as Therapy Development	en
dc.identifier.uri	http://hdl.handle.net/10919/78272	en
dc.language.iso	en_US	en
dc.publisher	Virginia Tech	en
dc.rights	Creative Commons Attribution 3.0 United States	en
dc.rights.uri	http://creativecommons.org/licenses/by/3.0/us/	en
dc.subject	Markov Networks	en
dc.subject	Prediction	en
dc.subject	Network Classification	en
dc.subject	Statistical Relational Learning	en
dc.subject	Markov Logic Networks	en
dc.title	Social Communities Knowledge Discovery: Approaches applied to clinical study	en
dc.type	Dataset	en
dc.type	Presentation	en
dc.type	Report	en
dc.type	Software	en