Patent Analysis by Data Mining for Identifying and Determining Relationships among Technologies

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MahmudJanlu Leila; SHIRAZI BABAK; MAHDAVI IRAJ; SOLTANZADEH JAVAD

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Journal: Iranian Journal of Information Processing & Management Year:2018 | Volume:33 | Issue:4 Page(s): 1577-1612

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Title

Patent Analysis by Data Mining for Identifying and Determining Relationships among Technologies

Author(s)

MahmudJanlu Leila | SHIRAZI BABAK | MAHDAVI IRAJ | SOLTANZADEH JAVAD | Issue Writer Certificate

Keywords

Patent AnalysisQ2

Data MiningQ2

Weighted Association RulesQ1

Technology ClustersQ1

IPC CodeQ1

Related TechnologiesQ1

Abstract

Analyzing technologies relationships can provide insight into technological strategies and maximizing the profits. Patents are integral parts of intellectual property rights and include significant information about developed technologies. Due to the increasing amount of patents, Data Mining method is proposed for Patent Analysis. Thus, Weighted Association Rules have been used for Patent Analysis; meanwhile unequal importance of patents and levels of technology have been considered in terms of technological impact and commercial importance. The aim of this study is to find a sustainable method for extracting technologies relationships based on Patent Analysis being independent of subjective knowledge of experts in a particular field of technology. To achieve this goal, a four-step process including data collection, structured database creation, Data Mining implementation, and technologies relationship identification/determination and their graphical representation are proposed. The proposed process has been implemented and evaluated within a case study.

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APA: Copy

MahmudJanlu, Leila, SHIRAZI, BABAK, MAHDAVI, IRAJ, & SOLTANZADEH, JAVAD. (2018). Patent Analysis by Data Mining for Identifying and Determining Relationships among Technologies. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), 33(4 ), 1577-1612. SID. https://sid.ir/paper/403248/en

Vancouver: Copy

MahmudJanlu Leila, SHIRAZI BABAK, MAHDAVI IRAJ, SOLTANZADEH JAVAD. Patent Analysis by Data Mining for Identifying and Determining Relationships among Technologies. IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY)[Internet]. 2018;33(4 ):1577-1612. Available from: https://sid.ir/paper/403248/en

IEEE: Copy

Leila MahmudJanlu, BABAK SHIRAZI, IRAJ MAHDAVI, and JAVAD SOLTANZADEH, “Patent Analysis by Data Mining for Identifying and Determining Relationships among Technologies,” IRANIAN JOURNAL OF INFORMATION PROCESSING & MANAGEMENT (INFORMATION SCIENCES AND TECHNOLOGY), vol. 33, no. 4 , pp. 1577–1612, 2018, [Online]. Available: https://sid.ir/paper/403248/en

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