DocumentCode
3148772
Title
A novel ideation causal map with a new evaluation for Ideas Quality
Author
Eldesoky, Ali I. ; Arafat, Hesham A. ; El-Said, Asmaa M.
Author_Institution
Dept. of Comput. & Syst., Mansoura Univ., Mansoura, Egypt
fYear
2009
fDate
14-16 Dec. 2009
Firstpage
145
Lastpage
150
Abstract
In an information technology era, knowledge is always changing, hence the flexibility in approach and in thinking is a must. Since, the on-going conversation about semantic knowledge (many ideas with many relations) is much more important than coming up with the right answer (idea), so performing some inferences is needed for an exploration of creative diverse ideas. By combining many ideas with many relations, more novel and useful ideas are found. Representing such combination requires a special structure (called idea map). This paper introduces an efficient ideas map as a graph structure for diverse ideas and their relationships, called Oriented Directed Acyclic Graph (ODAG) algorithm. Moreover, formulating a new evaluation of the creative ideas, called Creative Ideas Quality (CIQ) algorithm by allowing agents to link diverse ideas dynamically. These diverse ideas are generated from an intelligent inference mechanism, which based on the principles of idea associations; similarity, contrast and contiguity.
Keywords
directed graphs; inference mechanisms; information technology; knowledge representation; ontologies (artificial intelligence); creative ideas quality algorithm; graph structure; idea associations principle; idea map; ideas quality evaluation; ideation causal map; information technology era; intelligent inference mechanism; oriented directed acyclic graph algorithm; semantic knowledge; Artificial intelligence; Engines; Inference algorithms; Inference mechanisms; Information technology; Intelligent agent; Joining processes; Learning; Ontologies; Protocols; Causal map; Intelligent Agents; Knowledge Exploration; Ontology; Q-Learning;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Engineering & Systems, 2009. ICCES 2009. International Conference on
Conference_Location
Cairo
Print_ISBN
978-1-4244-5842-4
Electronic_ISBN
978-1-4244-5843-1
Type
conf
DOI
10.1109/ICCES.2009.5383292
Filename
5383292
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