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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Sa-Kwang Song Kim, D.J. Myunggwon Hwang Jangwon Kim Do-Heon Jeong Seungwoo Lee Hanmin Jung Wonkyung Sung |
| Copyright Year | 2013 |
| Description | Author affiliation: Software Res. Center, Korea Inst. of Sci. & Technol. Inf., Daejeon, South Korea (Sa-Kwang Song; Kim, D.J.; Myunggwon Hwang; Jangwon Kim; Do-Heon Jeong; Seungwoo Lee; Hanmin Jung; Wonkyung Sung) |
| Abstract | We introduce a prescriptive analytics system, InSciTe advisory, to provide researchers with advice of their future research direction and strategy. The system analyzes several thousands of heterogeneous types of data sources such as papers, patents, reports, Web news, Web magazines, and collective intelligence data. It consists of two main parts of descriptive analytics and prescriptive analytics. Once given a researcher, the descriptive analytics part provides results from activity history and research power w.r.t the designated researcher. Then, prescriptive analytics part suggests a group of role model researchers to the researcher, as well as how to be like the role model researchers. The prescription for the researcher is provided according to 5W1H questions and their corresponding answers. All of the analytical results and their explanations about the given researcher are automatically generated and saved to a report. This researcher-centric prescriptive analytics has not been introduced before and it is useful tool to understand the designated researcher in the perspective of prescriptive as well as descriptive analytics. |
| Starting Page | 1144 |
| Ending Page | 1145 |
| File Size | 501930 |
| Page Count | 2 |
| File Format | |
| ISBN | 9780769550961 |
| DOI | 10.1109/CSE.2013.169 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2013-12-03 |
| Publisher Place | Australia |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Semantic Web Analytical models Descriptive Analytics Researcher Power Companies Big Data Market research History Prescriptive Analytics Activity History |
| Content Type | Text |
| Resource Type | Article |
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