Michele Gorgoglione

Publication Activity (10 Years)

Years Active: 1997-2019
Publications (10 Years): 5

Top Topics

Open Innovation

Current Context

Recommender Systems

Misclassification Costs

Top Venues

Expert Syst. Appl.

Electron. Commer. Res.

Inf. Syst. Manag.

Publications

Michele Gorgoglione, Umberto Panniello, Alexander Tuzhilin
Recommendation strategies in personalization applications. Inf. Manag. 56 (6) (2019)
Angela Fortunato, Michele Gorgoglione, Antonio Messeni Petruzzelli, Umberto Panniello
Leveraging Big Data for Sustaining Open Innovation: The Case of Social TV. Inf. Syst. Manag. 34 (3) (2017)
Umberto Panniello, Shawndra Hill, Michele Gorgoglione
Using context for online customer re-identification. Expert Syst. Appl. 64 (2016)
Umberto Panniello, Michele Gorgoglione, Alexander Tuzhilin
Research Note - In CARSs We Trust: How Context-Aware Recommendations Affect Customers' Trust and Other Business Performance Measures of Recommender Systems. Inf. Syst. Res. 27 (1) (2016)
Umberto Panniello, Shawndra Hill, Michele Gorgoglione
The impact of profit incentives on the relevance of online recommendations. Electron. Commer. Res. Appl. 20 (2016)
Umberto Panniello, Alexander Tuzhilin, Michele Gorgoglione
Comparing context-aware recommender systems in terms of accuracy and diversity. User Model. User Adapt. Interact. 24 (1-2) (2014)
Sabrina Lombardi, Michele Gorgoglione, Umberto Panniello
The effect of context on misclassification costs in e-commerce applications. Expert Syst. Appl. 40 (13) (2013)
Umberto Panniello, Michele Gorgoglione
Incorporating context into recommender systems: an empirical comparison of context-based approaches. Electron. Commer. Res. 12 (1) (2012)
Maria Francesca Faraone, Michele Gorgoglione, Cosimo Palmisano, Umberto Panniello
Using context to improve the effectiveness of segmentation and targeting in e-commerce. Expert Syst. Appl. 39 (9) (2012)
Umberto Panniello, Michele Gorgoglione
Context-Aware Recommender Systems: A Comparison Of Three Approaches. DART@AI*IA (2011)
Michele Gorgoglione, Umberto Panniello
Beyond Customer Churn: Generating Personalized Actions to Retain Customers in a Retail Bank by a Recommender System Approach. J. Intell. Learn. Syst. Appl. 3 (2A) (2011)
Michele Gorgoglione, Umberto Panniello, Alexander Tuzhilin
The effect of context-aware recommendations on customer purchasing behavior and trust. RecSys (2011)
Maria Francesca Faraone, Michele Gorgoglione, Cosimo Palmisano
Contextual Segmentation: Using Context to Improve Behavior Predictive Models in E-commerce. ICDM Workshops (2010)
Umberto Panniello, Michele Gorgoglione, Cosimo Palmisano
Comparing Pre-filtering and Post-filtering Approach in a Collaborative Contextual Recommender System: An Application to E-Commerce. EC-Web (2009)
Umberto Panniello, Alexander Tuzhilin, Michele Gorgoglione, Cosimo Palmisano, Anto Pedone
Experimental comparison of pre- vs. post-filtering approaches in context-aware recommender systems. RecSys (2009)
Michele Gorgoglione, Umberto Panniello
Including Context in a Transactional Recommender System Using a Pre-filtering Approach: Two Real E-commerce Applications. AINA Workshops (2009)
Maria Francesca Faraone, Michele Gorgoglione, Sabrina Lombardi, Cosimo Palmisano, Umberto Panniello, Alexander Tuzhilin
The Effect of Context on the Predictive Performance of Segmentation. Web Intelligence/IAT Workshops (2008)
Maria Francesca Faraone, Michele Gorgoglione, Cosimo Palmisano
Using Contextual Information in Transactional Segmentation: An Empirical Study in E-Commerce. ICDM Workshops (2008)
Michele Gorgoglione, Cosimo Palmisano, Sabrina Lombardi
Using Contextual Information to Decrease the Cost of Incorrect Predictions in On-line Customer Behavior Modeling. ICDM Workshops (2008)
Cosimo Palmisano, Alexander Tuzhilin, Michele Gorgoglione
Using Context to Improve Predictive Modeling of Customers in Personalization Applications. IEEE Trans. Knowl. Data Eng. 20 (11) (2008)
Cosimo Palmisano, Alexander Tuzhilin, Michele Gorgoglione
User Profiling with Hierarchical Context: An e-Retailer Case Study. CONTEXT (2007)
Michele Gorgoglione, Cosimo Palmisano, Alexander Tuzhilin
Personalization in Context: Does Context Matter When Building Personalized Customer Models? ICDM (2006)
V. Giliberti, Michele Gorgoglione, R. Vitulli
An Innovative Model for Object-Oriented Costs Estimating. LMO (1997)