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CDEC 2020 : The Special Session on Data Marketing as Cross-disciplinary Data Exchange and Collaboration

Atlanta, GA, USA

Event Date:	December 10, 2020 - December 13, 2020
Submission Deadline:	August 31, 2020
Notification of Acceptance:	October 16, 2020
Camera Ready Version Due:	November 10, 2020

About

The recent social movement of big data and artificial intelligence has resulted in a tremendous increase in the importance of data. In view of these expectations, there are the externalizations of interdisciplinary issues. Many papers about data utilization have been published, and several approaches for analyzing data have been shared widely. However, there are only a limited number of studies on the process of cross-disciplinary data exchange and collaboration and its ecosystem. Since this process encompasses various activities of different stakeholders, it is difficult to evaluate the patterns or processes quantitatively. Moreover, in the data market, there are not only big data but also small data necessary for decision making. It is essential to discuss the dynamics of such a network of heterogeneous data in different fields.

Call for Papers

We call for anyone interested in the following topics of Cross-disciplinary Data Exchange and Collaboration.

Data Mining Application Areas:

Statistical Graphics and Mathematics
Financial, Security and Business
Physical Sciences and Engineering
Earth, Space, and Environmental Sciences
Geographic/Geospatial/ Terrain Data Mining
Text, Documents and Software
Social, Ambient and Information Sciences
Multimedia (Image/Video/Music) Mining

Case Studies on Data Exchange and Collaboration:

Methods for data evaluation and utilization
Data management and curation
Risks, limitations, and challenges of Data Exchange
Trust, resilience, privacy and security issues
Design of Data

Empirical And Comprehension Focused Data Mining:

Modeling of Machine Learning for Social Data
Data Mining and Machine Learning Methods Based on Empirical Knowledge
Ontology and Dictionary
Business Efficiency
Cognition and Perception Issues
Natural Language Processing Text mining
Retrieval/recommender systems

Data Focused Visualization Research:

High-Dimensional Data, Dimensionality
Reduction, and Data Compression
Multidimensional Multi-Field, Multi-Modal, Multi-Resolution and Multivariate Data
Causality and Uncertainty Data
Time Series, Time Varying, Streaming Data
Point-Based Data and Large Scale Data

Data Focused Cognitive Research:

Human-Computer Interaction, Cognitive Science, and Behavioral Science and Modeling, including quantitative and qualitative results
Theoretical models, technological advances and experimental methods of Human-Computer Interaction, Cognitive Science, and Behavioral Science and Modeling

Market of Data

Process and Technologies for Data Exchange
Representation of Knowledge and Requirements
Pricing and Evaluating Mechanism of Data
Design of Data Platform
Data Acquisition, and Sensors

Credits and Sources

[1] CDEC 2020 : The Special Session on Data Marketing as Cross-disciplinary Data Exchange and Collaboration