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MATRIX FACTORIZATION TECHNIQUES FOR RECOMMENDER SYSTEMS

by Yehuda Koren, Robert Bell, Chris Volinsky - IEEE COMPUTER , 2009
"... As the Netflix Prize competition has demonstrated, matrix factorization models are superior to classic nearest-neighbor techniques for producing product recommendations, allowing the incorporation of additional information such as implicit feedback, temporal effects, and confidence levels. Modern co ..."
Abstract - Cited by 593 (4 self) - Add to MetaCart
. Therefore, more retailers have become interested in recommender systems, which analyze patterns of user interest in products to provide personalized recommendations that suit a user’s taste. Because good personalized recommendations can add another dimension to the user experience, e-commerce leaders like

Mining Sequential Patterns: Generalizations and Performance Improvements

by Ramakrishnan Srikant, Rakesh Agrawal - RESEARCH REPORT RJ 9994, IBM ALMADEN RESEARCH , 1995
"... The problem of mining sequential patterns was recently introduced in [3]. We are given a database of sequences, where each sequence is a list of transactions ordered by transaction-time, and each transaction is a set of items. The problem is to discover all sequential patterns with a user-specified ..."
Abstract - Cited by 759 (5 self) - Add to MetaCart
-specified minimum support, where the support of a pattern is the number of data-sequences that contain the pattern. An example of a sequential pattern is "5 % of customers bought `Foundation' and `Ringworld' in one transaction, followed by `Second Foundation ' in a later transaction". We

CHARACTERISTICS OF A GOOD CUSTOMER REFERENCE FOR A PROCESS EQUIPMENT SUPPLIER

by Salminen Risto T, Pekkarinen Olli, Jalkala Anne, Mirola Tuuli
"... The goal of the study is to increase the understanding about the characteristics of a good customer reference from an equipment supplier customers ’ viewpoint. An Internet-based survey study was carried out among the supplier’s current customers. Statistical analyses were used to find out relationsh ..."
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The goal of the study is to increase the understanding about the characteristics of a good customer reference from an equipment supplier customers ’ viewpoint. An Internet-based survey study was carried out among the supplier’s current customers. Statistical analyses were used to find out

When choice is demotivating: can one desire too much of a good thing

by Sheena S. Iyengar - Journal of Personality and Social Psychology , 2000
"... Current psychological theory and research affirm the positive affective and motivational consequences of having personal choice. These findings have led to the popular notion that the more choice, the better--that the human ability omanage, and the human desire for, choice isunlimited. Findings from ..."
Abstract - Cited by 438 (12 self) - Add to MetaCart
, choice is infinite. From classic economic theo-ries of free enterprise, to mundane marketing practices that provide customers with entire aisles devoted to potato chips or soft drinks, to important life decisions in which people contemplate alternative career options or multiple investment opportunities

Intelligent Agents in Electronic Markets for Information Goods: Customization, Preference Revelation and Pricing.

by Ravi Aron, Arun Sundararajan, Sivakumar Viswanathan , 2001
"... Electronic commerce has enabled the use of intelligent agent technologies that can evaluate buyers, customize, and price in real-time. Our model of an electronic market with customizable products analyzes the pricing, profitability and welfare implications of agent-based technologies that price dyna ..."
Abstract - Cited by 14 (1 self) - Add to MetaCart
@stern.nyu.edu (Corresponding author) # Robert H. Smith School of Business, University of Maryland. sviswana@rhsmith.umd.edu Intelligent Agents in Electronic Markets for Information Goods: Customization, Preference Revelation and Pricing. Abstract Electronic commerce has enabled the use of intelligent agent technologies

QuickCheck: A lightweight tool for random testing of Haskell programs.

by Koen Claessen , John Hughes - In ICFP, , 2000
"... ABSTRACT QuickCheck is a tool which aids the Haskell programmer in formulating and testing properties of programs. Properties are described as Haskell functions, and can be automatically tested on random input, but it is also possible to dene custom test data generators. We present a n umber of cas ..."
Abstract - Cited by 428 (22 self) - Add to MetaCart
ABSTRACT QuickCheck is a tool which aids the Haskell programmer in formulating and testing properties of programs. Properties are described as Haskell functions, and can be automatically tested on random input, but it is also possible to dene custom test data generators. We present a n umber

The American customer satisfaction index: Nature, purpose, and findings

by Claes Fornell, Michael D. Johnson, Eugene W. Anderson, Jaesung Cha, Barbara Everitt Bryant - Jbwrwz/ of Mar&g/m , 1996
"... The American Customer Satisfaction Index (ACSI) is a new type of market-based performance measure for firms, industries, economic sectors, and national economies. The authors discuss the nature and purpose of ACSI and explain the theory underlying the ACSI model, the nation-wide survey methodology u ..."
Abstract - Cited by 281 (4 self) - Add to MetaCart
used to collect the data, and the econometric approach employed to estimate the indices. They also illustrate the use of ACSI in conducting benchmarking studies, both cross-sectionally and over time. The authors find customer satisfaction to be greater for goods than for services and, in turn, greater

Chromium: A Stream-Processing Framework for Interactive Rendering on Clusters

by Greg Humphreys, Mike Houston, Ren Ng, Randall Frank, Sean Ahern, Peter D. Kirchner, James T. Klosowski , 2002
"... We describe Chromium, a system for manipulating streams of graphics API commands on clusters of workstations. Chromium's stream filters can be arranged to create sort-first and sort-last parallel graphics architectures that, in many cases, support the same applications while using only commodit ..."
Abstract - Cited by 308 (10 self) - Add to MetaCart
commodity graphics accelerators. In addition, these stream filters can be extended programmatically, allowing the user to customize the stream transformations performed by nodes in a cluster. Because our stream processing mechanism is completely general, any cluster-parallel rendering algorithm can

Customer

by Chen Tang , 2004
"... Refactoring is the process of changing a software system in such a way that it does not alter the external behavior of the code yet improves its internal structure. 3Where Did Refactoring come From Good programmer certainly have spent some time cleaning up their code. Two of the first people recog ..."
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Refactoring is the process of changing a software system in such a way that it does not alter the external behavior of the code yet improves its internal structure. 3Where Did Refactoring come From Good programmer certainly have spent some time cleaning up their code. Two of the first people

Customer

by Doug Mack
"... Online retailers are locked in a fierce, ceaseless fight for brand loyalty. Unlike the physical world, shoppers can —and regularly do—visit five online stores in five minutes. Shoppers don’t get in their cars, drive to a store, fill a shopping cart with merchandise and then walk away, and yet shoppi ..."
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curse. A blessing because anyone with a few good ideas and minimal investment can launch a website. A curse because the web is now bursting with online retailers of wildly varying quality, some of whom create bad experiences for shoppers that taint everyone. The BRS Group helped define the challenges
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