Analysis of patent documents with weighted association rules

ALTUNTAŞ S., Dereli T., Kusiak A.

TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, cilt.92, ss.249-262, 2015 (SSCI) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 92
  • Basım Tarihi: 2015
  • Doi Numarası: 10.1016/j.techfore.2014.09.012
  • Dergi Adı: TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE
  • Derginin Tarandığı İndeksler: Social Sciences Citation Index (SSCI), Scopus
  • Sayfa Sayıları: ss.249-262
  • Anahtar Kelimeler: Patent analysis, Weighted association rules, Patent citation, Data mining, CROSS IMPACT ANALYSIS, TECHNOLOGY, INFORMATION, INDICATORS, INNOVATION, CITATIONS, NETWORK
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

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. (C) 2014 Elsevier Inc. All rights reserved.