Kim, Kwansoo

Scholarly Output Search Results

Now showing 1 - 2 of 2

Citation - WoS: 2
Citation - Scopus: 4
Computational Social Science Fusion Analytics: Combining Machine-Based Methods With Explanatory Empiricism
(Hicss, 2017) Kauffman, Robert J.; Kim, Kwansoo; Lee, Sang-Yong Tom
This article discusses the emergence of a computational social science analytics fusion as a mainstream scientific approach involving machine-based methods and explanatory empiricism as a basis for the discovery of new policy-related insights for business, consumer and social settings. It reflects the interdisciplinary background of the new approaches that the Hawaii International Conference on Systems Science has embraced over the years, and especially some of the recent development and shifts in the scientific study of technology-related phenomena. It also has evoked new forms of research inquiry, blended approaches to research methodology, and more pointed interest in the production of research results that have direct application in various industry contexts. We review background knowledge to showcase the methods shifts, and demonstrate the new forms of research, by showcasing contemporary applications that will be interesting to the audience on the occasion of the HICSS 50th anniversary.
Citation - WoS: 36
Citation - Scopus: 45
Combining Machine-Based and Econometrics Methods for Policy Analytics Insights
(Elsevier, 2017) Kauffman, Robert J.; Kim, Kwansoo; Lee, Sang-Yong Tom; Hoang, Ai-Phuong; Ren, Jing
Computational Social Science (CSS) has become a mainstream approach in the empirical study of policy analytics issues in various domains of e-commerce research. This article is intended to represent recent advances that have been made for the discovery of new policy-related insights in business, consumer and social settings. The approach discussed is fusion analytics, which combines machine-based methods from Computer Science (CS) and explanatory empiricism involving advanced Econometrics and Statistics. It explores several efforts to conduct research inquiry in different functional areas of Electronic Commerce and Information Systems (IS), with applications that represent different functional areas of business, as well as individual consumer, social and public issues. Recent developments and shifts in the scientific study of technology-related phenomena and Social Science issues in the presence of historically-large datasets prompt new forms of research inquiry. They include blended approaches to research methodology, and more interest in the production of research results that have direct application to industry contexts. This article showcases the methods shifts and several contemporary applications. They discuss: (1) feedback effects in mobile phone-based stock trading; (2) sustainability of toprank chart popularity of music tracks; (3) household TV viewing patterns; and (4) household sampling and purchases of video-on-demand (VoD) services. The range of applicability of the ideas goes beyond the scope of these illustrations, to include issues in public services, healthcare, product and service deployment, public opinion and elections, electronic auctions, and travel and tourism services. In fact, the coverage is as broad as for-profit and for-non-profit, private and public, and governmental and non-governmental institutions. (C) 2017 Published by Elsevier B.V.

Journal	Count
Electronıc Commerce Research And Applıcatıons	1
Proceedıngs of the 50Th Annual Hawaıı Internatıonal Conference on System Scıences	1

Kim, Kwansoo

Profile URL

Name Variants

Job Title

Email Address

Main Affiliation

Status

Website

ORCID ID

Scopus Author ID

Turkish CoHE Profile ID

Google Scholar ID

WoS Researcher ID

Sustainable Development Goals

5

GENDER EQUALITY

1

Research Products

9

INDUSTRY, INNOVATION AND INFRASTRUCTURE

1

Research Products

13

CLIMATE ACTION

0

Research Products

8

DECENT WORK AND ECONOMIC GROWTH

1

Research Products

14

LIFE BELOW WATER

0

Research Products

17

PARTNERSHIPS FOR THE GOALS

0

Research Products

1

NO POVERTY

1

Research Products

2

ZERO HUNGER

0

Research Products

4

QUALITY EDUCATION

1

Research Products

11

SUSTAINABLE CITIES AND COMMUNITIES

1

Research Products

16

PEACE, JUSTICE AND STRONG INSTITUTIONS

0

Research Products

3

GOOD HEALTH AND WELL-BEING

0

Research Products

6

CLEAN WATER AND SANITATION

0

Research Products

12

RESPONSIBLE CONSUMPTION AND PRODUCTION

1

Research Products

10

REDUCED INEQUALITIES

1

Research Products

15

LIFE ON LAND

0

Research Products

7

AFFORDABLE AND CLEAN ENERGY