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GTM 2017 : 7th Global TechMining Conference

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Link: http://www.gtmconference.org
 
When Oct 9, 2017 - Oct 9, 2017
Where Atlanta, GA
Submission Deadline Apr 30, 2017
Final Version Due Sep 15, 2017
Categories    data science   data mining   text mining   emergence
 

Call For Papers

Tech Mining, a special form of “Big Data” analytics, aims to generate Competitive Technical Intelligence (CTI) using bibliometric and text-mining software (e.g., VantagePoint, TDA) as well as other analytical & visualization applications for analyses of Science, Technology & Innovation (ST&I) information resources. The goal of the conference is to ENGAGE cross-disciplinary networks of analysts, software specialists, researchers, policymakers, and managers to ADVANCE the use of textual information in multiple science, technology, and business development fields. The conference program will address key CHALLENGES in:

A. Maximizing potential of traditional and novel text data: Tapping vital traits while minding limitations and matching analytical aims. Data topics of interest include:
• resolving data hygiene issues generated by multiple sources
• ways to address newer data sources (e.g., web scraping, social media cumulations)
• transitioning from database mining to real-time streaming text analytics
• data structures and lattices
B. Advancing and integrating methods. Topics of interest include:
• tracking emergence by extracting topical content via advanced natural language processing, term clumping, topic modelling, etc.
• ways to demonstrate multi-dimensional indicators of R&D & innovation activity
• means to combine quantitative and qualitative approaches in practical case applications
• algorithms for identification of emergence (of technologies and inception of notable innovations)
• discovering the higher-level properties of (complex) social networks
C. Translating analyses to useful intelligence: Informative indicators and compelling visualizations.
• case studies that offer testable projections (specific, explicit) to enable future revisiting to validate methods.
• visual analytics capabilities, both for analysts and for end-users

Suggested presentations include case studies/research results, development of new methods, and development of enhanced software tools (e.g., macros). The working language of the conference will be English.

The conference organizing committee invites submissions for:
1) Special sessions. Sessions provide a multi-perspective presentation on an issue facing the field of tech mining. The overall abstract should describe the general session topic and how two presenters (45 minute session), three presenters (60 minute session) or four (90 minute session) will offer coordinated oral presentations.
1) Oral presentations. Oral presentations (15 minutes + questions) to address well-advanced research.
3) Power Talks. Power talks consist of an abbreviated oral presentation (5 minutes, 4 PowerPoint slides). Power talk presenters are also invited to present a poster in the preceding evening’s ATLC-GTM Joint Reception if desired. The objective of the abbreviated oral presentation is to deliver a lively, concise description of your research and its impacts.
3) Posters. This formal graphic presentation format offers an excellent opportunity for gathering detailed feedback on your work and reporting on tech mining results.

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