서울대학교 빅데이터 지식정보플랫폼
전체 메뉴
AI 검색
최근 확인한 콘텐츠
1건 더보기
loading...
반출리포트 생성
논문 목록
study of creative human judgment through the application of machine learning algorithms and feature selection algorithms
저자
김용준, 박정민
학술지명
The International Journal of Advanced Smart Convergence
출판/발행연도
2022
주제
요약
본 연구는 정확한 기준이나 수치적 값 없이 창의적인 인물을 정의하고 판단하는 어려움을 해결하기 위해 기계 학습 알고리즘과 특징 선택 알고리즘을 적용하여 창의적 판단을 연구합니다. 데이터 마이닝의 CRISP-DM을 활용하여 심리적 성격 검사 및 적성 검사를 검증하고, 특징 선택 알고리즘을 적용하여 창의적인 인물을 판단하는 솔루션을 제시하며, 지원 벡터 머신 알고리즘을 통해 분류 결과의 정확도를 분석합니다.
연관 콘텐츠
LikeSNU에서 의미기반으로 분석하여 연관된 자료를 추천해드립니다.
-
The eye test : a case for human creativity in the age of analytics
-
Multi-Criteria Decision-Making and Optimum Design with Machine Learning : A Practical Guide
-
Algorithms to live by : The computer science of human decisions
-
Advances in intelligent data analysis : third international symposium, IDA-99, Amsterdam, The Netherlands, August 1999 : proceedings
-
Algorithms to live by : the computer science of human decisions
-
Reverse hypothesis machine learning : a practitioner's perspectives
-
Human-Centric Decision-Making Models for Social Sciences
-
Eliciting and analyzing expert judgment : a practical guide
-
Optimization based data mining : theory and applications
-
Foundations of intelligent systems : 11th International Symposium, ISMIS'99, Warsaw, Poland, June 1999 : proceedings
-
Computational Creativity Research: Towards Creative Machines
-
The alignment problem : machine learning and human values
-
Advances in artificial intelligence : 11th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI '96 Toronto, Ontario, Canada, May 21-24, 1996 : proceediengs
-
Artificial intelligence and the arts : computational creativity, artistic behavior, and tools for creatives
-
Selecting models from data : artificial intelligence and statistics IV
-
Kernel methods in bioengineering, signal and image processing
-
Industrial and engineering applications of artificial intelligence and expert systems : 5th international conference, IEAAIE-92, Paderborn, Germany, June 9-12, 1992 : proceedings
-
The cyber-creativity process : how humans co-create with artificial intelligence
-
Efficient cognition : the evolution of representational decision making
-
Fuzzy approach to reasoning and decision-making : selected papers of the international symposium held at Bechyne, Czechoslovakia 25 - 29 June, 1990
이전
다음
이전
다음
이전
다음