Quantcast
Channel: FDA Collection:
Browsing all 14 articles
Browse latest View live

Comparing Context-Aware Recommender Systems in Terms of Accuracy and...

Title: Comparing Context-Aware Recommender Systems in Terms of Accuracy andDiversity: Which Contextual Modeling, Pre-filtering and Post-FilteringMethods Perform the BestPanniello, Umberto; Tuzhilin,...

View Article



Data Science and Prediction

Title: Data Science and PredictionDhar, VasantAbstract: The use of the term 'Data Science' is becoming increasingly common alongwith 'Big Data.' What does Data Science mean? Is there something...

View Article

Evaluating and Optimizing Online Advertising: Forget the click, but there are...

Title: Evaluating and Optimizing Online Advertising: Forget the click, butthere are good proxiesDalessandro, Brian; Hook, Rod; Perlich, Claudia; Provost, FosterAbstract: A main goal of online display...

View Article

Estimating Audience Interest Distribution based on Audience Web Behavior

Title: Estimating Audience Interest Distribution based on Audience Web Behavior Authors: Zhang, Xiaohan; Kiril, Tsemekhman; Provost, Foster Abstract: The increasing availability of massive data on...

View Article

Explaining Data-Driven Document Classifications

Title: Explaining Data-Driven Document Classifications Authors: Martens, David; Provost, Foster Abstract: Many document classification applications require human understanding of the reasons for...

View Article


On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected

Title: On Unexpectedness in Recommender Systems: Or How to Better Expect the Unexpected Authors: Adamopoulos, Panagiotis; Tuzhilin, Alexander Abstract: Although the broad social and business success of...

View Article

Quality-Based Pricing for Crowdsourced Workers

Title: Quality-Based Pricing for Crowdsourced Workers Authors: Wang, Jing; Ipeirotis, Panagiotis Abstract: The emergence of online paid crowdsourcing platforms, such as Amazon Mechanical Turk (AMT),...

View Article

Probabilistic Neighborhood Selection in Collaborative Filtering Systems

Title: Probabilistic Neighborhood Selection in Collaborative Filtering Systems Authors: Adamopoulos, Panagiotis; Tuzhilin, Alexander Abstract: This paper presents a novel probabilistic method for...

View Article


Wallenius Naive Bayes

Title: Wallenius Naive Bayes Authors: Junque de Fortuny, Enric; Martens, David; Provost, Foster Abstract: Traditional event models underlying naive Bayes classifiers assume probability distributions...

View Article


Dimensionality Reduction via Matrix Factorization for Predictive Modeling...

Title: Dimensionality Reduction via Matrix Factorization for Predictive Modeling from Large, Sparse Behavioral Data Authors: Clark, Jessica; Provost, Foster Abstract: Matrix factorization is a popular...

View Article

Virtual Power Outage Detection Using Social Sensors

Title: Virtual Power Outage Detection Using Social Sensors Authors: Bauman, Konstantin; Tuzhilin, Alexander; Zaczynski, Ryan Abstract: In this paper we describe a novel approach to detecting power...

View Article

In CARSWe Trust: How Context-Aware Recommendations Affect Customers’ Trust...

Title: In CARSWe Trust: How Context-Aware Recommendations Affect Customers’ Trust And Other Business Performance Measures Of Recommender Systems Authors: Panniello, Umberto; Gorgoglione, Michele;...

View Article

Matrix-Factorization-Based Dimensionality Reduction in the Predictive...

Title: Matrix-Factorization-Based Dimensionality Reduction in the Predictive Modeling Process: A Design Science Perspective Authors: Clark, Jessica; Provost, Foster Abstract: Dimensionality Reduction...

View Article


Who's Watching TV?

Title: Who's Watching TV? Authors: Clark, Jessica; Paiement, Jean Francois; Provost, Foster Abstract: TV viewership data available at the individual set-top box level has enabled new methods for...

View Article
Browsing all 14 articles
Browse latest View live


Latest Images