IEEE International Conference on Data Mining

MoDAT : Designing the Market of Data - for Synthesizing Data in Sciences and Businesses

December 7th(changed from 8th), in conjunction with IEEE ICDM 2013 in Dallas, Texas.

Linked from www.KDnuggets.com - Analytics, Big, Data, Data Mining, and Data Science Resources, DBWorld, and relevant societies

Deadline for submissions: August 3, 2013: Strict: No reasons for delay can be considered

Accepted papers will be published in a formal proceedings by the IEEE Computer Society Press

Scope

This workshop is not about data mining for marketing, but about how to create and design the market where data are reasonably dealt with, i.e., sold, opened free, or shared after negotiation. Our ultimate goal is to have each people on the earth feel free to share one's own data with others without fearing of the loss of business opportunities.

In order to make a social environment where analysts and decision makers in active businesses and sciences can be provided with data they need, in this workshop we aim to (re)design an environment called the Market of Data, where each user or provider of data can understand the value of each part of data so that one can buy/sell it for a reasonable price. Here, the value of each part of data shall be visualized to aid users' considering its possible contribution to promoting/creating businesses and scientific findings.

Furthermore, it is noteworthy that data scientists need to import techniques from others, but the techniques are not easy to learn from experts dealing with different kinds of data, because the similarity between data is not always obvious. The similarity between latent dynamics behind data is also desired to be represented in such a way as visualizing distances among structural features of data for aiding the choice of success/failure cases of data mining to learn from.

Program for 7th December, 2013

This is tentative: The time for lunch and coffee should be rearranged according to the LAC's advice, by 7th November

08:30 - 08:40 Opening Remark: Who Can Live Without MoDAT ? The Market of Data for Synthesizing Data in Sciences and Businesses -
Yukio Ohsawa, School of Engieering, The University of Tokyo
08:40 - 09:05: Data Marketplace for Efficient Data Placement
Hiroshi Maruyama, Daisuke Okanohara, and Shohei Hido, The Institute of Statistical Mathematics
09:05 - 9:30: Valuation of Data through Use Scenarios in Innovators’ Marketplace on Data Jackets
Chang Liu, Yukio Ohsawa, and Yoshitaka Suda, School of Engieering, The University of Tokyo
9:30 - 9:55: Curating and mining (big) data
Akinori Abe, Chiba University
Coffee break (served 10:00-10:30);
10:30 - 10:55: Quantifying and Recommending Expertise When New Skills Emerge
Dongping Fang, Kush Varshney, Jun Wang, Karthikeyan Natesan Ramamurthy, Aleksandra Mojsilovic, and John Bauer, IBM Thomas J Watson Research Center
10:55 - 11:20: Acquisition of Text-Mining Skills for Beginners Using TETDM
Rina Nakagochi, Kayo Kawamoto, and Wataru Sunayama, Graduate School of Information Sciences, Hiroshima City University
11:20 - 11:45: Spatiotemporal Life-log Mining of Wheelchair Users’ Driving for Visualizing Accessibility of Roads
Yusuke Iwasawa and Ikuko E. Yairi, Sophia University
Short Discussion
Break for "doing lunch"
13:30 - 14:10 Invited Presentation: Valuation of Partly Disclosed Datasets for Prediction
Hiroe Tsukabi, The Institute of Statistical Mathematics
14:10 - 14:35: IdeaGraph plus: A Topic-Based Algorithm for Perceiving Unnoticed Events
Chen Zhang and Hao Wang, Institute of Software, Chinese Academy of Sciences
14:35 - 15:00: Detecting topics from Twitter posts during TV program viewing
Takanobu Nakahara and Yukinobu Hamuro, Institute of Business and Accounting, Kwansei Gakuin University
Coffee break (served 15:00-15:30);
15:30 - 15:55: A Method for Generating Ontologies in Requirements Domain for Searching Data Sets in Marketplace
Noriyuki Kushiro, Kyushu Institute of Techology
15:55 - 16:20: Frame as a clue to intention of data: toward new product ideas with framed components
Jun Nakamura and Masahiko Teramoto, Volvo Group Trucks, Sales & Marketing APAC and JVs
16:20 - 16:45: e-Trucks realize four Zeros expectations -The Challenge by Market of Data-
Masahiko Teramoto and Jun Nakamura, Volvo Group Trucks & Technology,Advanced Technology & Research
Break for setting the final - gaming - session;
16:50 - 18:00 Closing? No!: Let's play Innovators Marketplace on Data Jackets, toward Furture Activities of MoDAT; orgnized by Yoshitaka Suda, The University of Tokyo and CREST, JST.

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Program Committee

Abe, Akinori: Chiba University, Japan

Abraham, Ajith: Machine Intelligence Research Labs, USA

Bruza, Peter: Queensland University of Technology, Australia

Chang, Kuiyu: Nanyang Technological University, Singapore

Hasida, Koiti: The National Institute of Advanced Industrial Science and Technology, Japan

Hong, Chao-Fu: Aletheia Universtity, Taiwan

Liu, Huan: Arizonsa State University, USA

Llora, Xavier: NCSA, USA

de Maeyer, Christel: Vrije Universiteit Brussel, Belgium

Ohsawa, Yukio: The University of Tokyo, Japan (founding program chair)

Slezak, Dominik: Warsaw University, Poland

Takeda, Hideaki: National Institute of Informatics, Japan

Van den Poel, Dirk: Ghent University, Belgium

Wang, Henry: Chinese Academy of Sciences, China

Welge, Michael: University of Illinois at Urbana-Champaign, USA

Yada, Katsutoshi: Kansai University, Japan