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MatrixMiner: A Red Pill to Architect Informal Product Descriptions in the Matrix

Abstract : Domain analysts, product managers, or customers aim to capture the important features and differences among a set of related products. A case-by-case reviewing of each product description is a laborious and time-consuming task that fails to deliver a condensed view of a product line. This paper introduces MatrixMiner: a tool for automatically synthesizing product comparison matrices (PCMs) from a set of product descriptions written in natural language. Ma-trixMiner is capable of identifying and organizing features and values in a PCM – despite the informality and absence of structure in the textual descriptions of products. Our empirical results of products mined from BestBuy show that the synthesized PCMs exhibit numerous quantitative, comparable information. Users can exploit MatrixMiner to visualize the matrix through a Web editor and review, refine, or complement the cell values thanks to the traceability with the original product descriptions and technical specifications.
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Contributor : Guillaume Bécan Connect in order to contact the contributor
Submitted on : Friday, December 11, 2015 - 5:03:28 PM
Last modification on : Tuesday, November 16, 2021 - 1:02:01 PM
Long-term archiving on: : Saturday, April 29, 2017 - 3:09:39 AM


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Sana Ben Nasr, Guillaume Bécan, Mathieu Acher, Joao Bosco Ferreira Filho, Benoit Baudry, et al.. MatrixMiner: A Red Pill to Architect Informal Product Descriptions in the Matrix. 10th Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering, Aug 2015, Bergame, Italy. ⟨10.1145/2786805.2803180⟩. ⟨hal-01234338⟩



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