Journal article
Analysis of patent documents with weighted association rules
Technological forecasting & social change, Vol.92, pp.249-262
03/2015
DOI: 10.1016/j.techfore.2014.09.012
Abstract
Analysis of relationship among various technologies may result in technology maximizing profits. Weighted association rules are proposed to determine dependencies across technologies. The proposed approach recognizes uneven importance of patents and technology class in terms of their technological impact and commercial significance. The proposed analysis approach is illustrated with a case study.
[Display omitted]
•An approach based on data mining is proposed for analysis of patent documents.•The proposed approach uses weighted association rule based algorithms.•The proposed approach determines the difference and impact of various technologies.•The proposed analysis approach is illustrated with a case study.
Details
- Title: Subtitle
- Analysis of patent documents with weighted association rules
- Creators
- Serkan Altuntas - Bayburt UniversityTurkay Dereli - Gaziantep UniversityAndrew Kusiak - University of Iowa
- Resource Type
- Journal article
- Publication Details
- Technological forecasting & social change, Vol.92, pp.249-262
- Publisher
- Elsevier Inc
- DOI
- 10.1016/j.techfore.2014.09.012
- ISSN
- 0040-1625
- eISSN
- 1873-5509
- Language
- English
- Date published
- 03/2015
- Academic Unit
- Industrial and Systems Engineering; Nursing
- Record Identifier
- 9984186683202771
Metrics
11 Record Views