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Market basket analysis from egocentric videos
Pattern Recognition Letters, 2018Abstract This paper presents Visual Market Basket Analysis (VMBA), a novel application domain for egocentric vision systems. The final goal of VMBA is to infer the behavior of the customers of a store during their shopping. The analysis relies on image sequences acquired by cameras mounted on shopping carts. The inferred behaviors can be coupled with
Vito Santarcangelo +2 more
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Market basket analysis with networks
Social Network Analysis and Mining, 2010The field of market basket analysis, the search for meaningful associations in customer purchase data, is one of the oldest areas of data mining. The typical solution involves the mining and analysis of association rules, which take the form of statements such as “people who buy diapers are likely to buy beer”.
Troy Raeder, Nitesh V. Chawla
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Proceedings of the 1997 ACM SIGMOD international conference on Management of data - SIGMOD '97, 1997
One of the most well-studied problems in data mining is mining for association rules in market basket data. Association rules, whose significance is measured via support and confidence, are intended to identify rules of the type, “A customer purchasing item A often also purchases item B.” Motivated by the goal of generalizing beyond market baskets and ...
Sergey Brin +2 more
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One of the most well-studied problems in data mining is mining for association rules in market basket data. Association rules, whose significance is measured via support and confidence, are intended to identify rules of the type, “A customer purchasing item A often also purchases item B.” Motivated by the goal of generalizing beyond market baskets and ...
Sergey Brin +2 more
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Financial Analysts Journal, 1989
(1989). Market Basket Alternatives. Financial Analysts Journal: Vol. 45, No. 5, pp. 20-29, 61.
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(1989). Market Basket Alternatives. Financial Analysts Journal: Vol. 45, No. 5, pp. 20-29, 61.
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National beef market basket survey
Journal of Animal Science, 1991Beef retail cases in supermarkets in 12 cities across the United States were surveyed for fat thickness measurements, cut representation, package weights and counts, and case space allocation. Randomly selected retail cuts were purchased and transported to Texas A&M University, where they were dissected into separable components. Samples of ground beef
J W, Savell +4 more
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2008
Market basket analysis scrutinizes the products customers tend to buy together, and uses the information to decide which products should be cross-sold or promoted together. The term arises from the shopping carts supermarket shoppers fill up during a shopping trip.
Robert C. Blattberg +2 more
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Market basket analysis scrutinizes the products customers tend to buy together, and uses the information to decide which products should be cross-sold or promoted together. The term arises from the shopping carts supermarket shoppers fill up during a shopping trip.
Robert C. Blattberg +2 more
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Application of uninorms to market basket analysis.
Int. J. Intell. Syst., 2018The file attached to this record is the author's final peer reviewed version. The Publisher's final version can be found by following the DOI link.
Raymond Moodley +3 more
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Egocentric Vision for Visual Market Basket Analysis
2016This paper introduces a new application scenario for egocentric vision: Visual Market Basket Analysis (VMBA). The main goal in the proposed application domain is the understanding of customers behaviours in retails from videos acquired with cameras mounted on shopping carts (which we call narrative carts).
Vito Santarcangelo +2 more
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