A Methodology for Discovering Structure in Design Databases
ثبت نشده
چکیده
Design by analogy, in which designers draw inspiration from cross-domain design solutions, is a promising methodology for product development. This work attempts to leverage the existing design solutions within a repository, combined with an exploration of inherent structural forms that can be discovered based on the content and similarity of that data, in order to gain useful insights into the nature of the design space. In this work, the approach will be applied to uncover structure in the U.S. patent database. Methodology for generating and analyzing these structures is presented here, in addition to insights from some initial results. These insights could generate fodder for stimulating design inspiration and innovation for engineering designers.
منابع مشابه
A Proposed Data Mining Methodology and its Application to Industrial Procedures
Data mining is the process of discovering correlations, patterns, trends or relationships by searching through a large amount of data stored in repositories, corporate databases, and data warehouses. Industrial procedures with the help of engineers, managers, and other specialists, comprise a broad field and have many tools and techniques in their problem-solving arsenal. The purpose of this st...
متن کاملDiscovering Structure in Design Databases Through Functional and Surface Based Mapping
This work presents a methodology for discovering structure in design repository databases, toward the ultimate goal of stimulating designers through design-by-analogy. Using a Bayesian model combined with latent semantic analysis (LSA) for discovering structural form in data, an exploration of inherent structural forms, based on the content and similarity of design data, is undertaken to gain u...
متن کاملDiscovering and Analyzing the Intellectual Structure and Its Evolution in Core Journals of "Knowledge and Information Science" during 2004-2013
Purpose: This study aims to reveal the intellectual structure of Knowledge and Information Science and its evolution along with the review of journals subjective scope based on 6830 abstract in the ten core journal in the JCR 2013, over the ten years (2004-2013). Methodology: In this research, co-word and Correspondence analysis of 150 words -selected by tf-idf weight- were done after parametri...
متن کاملSelf authentication path insertion in FPGA-based design flow for tamper-resistant purpose
FPGA platforms have been widely used in many modern digital applications due to their low prototyping cost, short time-to-market and flexibility. Field-programmability of FPGA bitstream has made it as a flexible and easy-to-use platform. However, access to bitstream degraded the security of FPGA IPs because there is no efficient method to authenticate the originality of bitstream by the FPGA pr...
متن کاملAn Algorithm for Mining Large Sequences in Databases
Frequent sequence mining is a fundamental and essential operation in the process of discovering the sequential rules. Most of the sequence mining algorithms use apriori methodology or build the larger sequences from smaller patterns, a bottom-up approach. In this paper, we present an algorithm that uses top-down approach for mining long sequences. Our algorithm defines dominancy of the sequence...
متن کامل