Performance prediction and evaluation in Recommender Systems: an Information Retrieval perspective

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Transcript of Performance prediction and evaluation in Recommender Systems: an Information Retrieval perspective

D:\Dropbox\current_publications\thesis\slides\defensa\bellogin_thesis-slides.pdf

Contextual music information retrieval and …ricci/papers/lit_review_music-context.pdf · Survey Contextual music information retrieval and recommendation: ... Music recommender

Contextual music information retrieval and …ricci/papers/lit_review_music-context.pdf · Survey Contextual music information retrieval and recommendation: ... Music recommender

The New Modality: Emoji Challenges in Prediction ...1 The New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval Spencer Cappallo, Stacey Svetlichnaya, Pierre Garrigues,

The New Modality: Emoji Challenges in Prediction ...1 The New Modality: Emoji Challenges in Prediction, Anticipation, and Retrieval Spencer Cappallo, Stacey Svetlichnaya, Pierre Garrigues,

Novelty and Diversity in Recommender Systems: an ... · Novelty and diversity as relevant dimensions of retrieval quality are receiving increasing attention in the Information Retrieval

Novelty and Diversity in Recommender Systems: an ... · Novelty and diversity as relevant dimensions of retrieval quality are receiving increasing attention in the Information Retrieval

INFORMATION RETRIEVAL TOPICS IN TWITTER USING WEIGHTED PREDICTION NETWORK

INFORMATION RETRIEVAL TOPICS IN TWITTER USING WEIGHTED PREDICTION NETWORK

Information Retrieval and User-centric Recommender System Evaluation

Information Retrieval and User-centric Recommender System Evaluation

Recommender systems survey - RomiSatriaWahono.Netromisatriawahono.net/lecture/rm/survey/information retrieval... · ... provides an original classification for these systems, ...

Recommender systems survey - RomiSatriaWahono.Netromisatriawahono.net/lecture/rm/survey/information retrieval... · ... provides an original classification for these systems, ...

Prediction Modeling for Personalization & Recommender Systems Bamshad Mobasher DePaul University Bamshad Mobasher DePaul University.

Prediction Modeling for Personalization & Recommender Systems Bamshad Mobasher DePaul University Bamshad Mobasher DePaul University.

Contextual Information Retrieval within Recommender System: … · 2020. 9. 5. · systems as well as user behaviors monitoring to improve the recommendation process. Keywords –

Contextual Information Retrieval within Recommender System: … · 2020. 9. 5. · systems as well as user behaviors monitoring to improve the recommendation process. Keywords –

Personalized Recommender by Exploiting Domain based Expert ... · Incremental Collaborative Filtering Recommender system. B. Content-Based Recommender System Content based recommender

Personalized Recommender by Exploiting Domain based Expert ... · Incremental Collaborative Filtering Recommender system. B. Content-Based Recommender System Content based recommender

Performance prediction in recommender systems: application ...ir.ii.uam.es/~alejandro/tfm-bellogin-slides_en.pdf · Performance prediction in IR: rank fusion Application to rank fusion

Performance prediction in recommender systems: application ...ir.ii.uam.es/~alejandro/tfm-bellogin-slides_en.pdf · Performance prediction in IR: rank fusion Application to rank fusion

Information Retrieval und Recommender Systems

Information Retrieval und Recommender Systems

Performance prediction in recommender systems: application ...ir.ii.uam.es/msc/tfm-bellogin.pdftions in recommender systems, by dynamically weighting the participation of the aggregated

Performance prediction in recommender systems: application ...ir.ii.uam.es/msc/tfm-bellogin.pdftions in recommender systems, by dynamically weighting the participation of the aggregated

Statistical biases in Information Retrieval Metrics for Recommender …ir.ii.uam.es/pubs/irj2017.pdf · Statistical biases in Information Retrieval Metrics for Recommender Systems

Statistical biases in Information Retrieval Metrics for Recommender …ir.ii.uam.es/pubs/irj2017.pdf · Statistical biases in Information Retrieval Metrics for Recommender Systems

Diversified Retrieval as Structured Prediction

Diversified Retrieval as Structured Prediction

EVALUATING RECOMMENDER SYSTEMSfiles.meetup.com/19190729/2016-ML-Meetup.pdf · Relative Performance of Neighbourhood-Based Recommender Systems." Spanish Conference of Information Retrieval,

EVALUATING RECOMMENDER SYSTEMSfiles.meetup.com/19190729/2016-ML-Meetup.pdf · Relative Performance of Neighbourhood-Based Recommender Systems." Spanish Conference of Information Retrieval,

Sequential event prediction - Duke Universitycynthia/docs/LethamRuMa13.pdfSequential event prediction 3 Fig. 1 An illustration of the online grocery store recommender system, in which

Sequential event prediction - Duke Universitycynthia/docs/LethamRuMa13.pdfSequential event prediction 3 Fig. 1 An illustration of the online grocery store recommender system, in which

Gaze Prediction for Recommender Systems

Gaze Prediction for Recommender Systems

Tutorial: Context-awareness In Information Retrieval and Recommender Systems

Tutorial: Context-awareness In Information Retrieval and Recommender Systems

Introduction to Information Retrieval - Stanford University · Introduction to Information Retrieval Sec.13.6 ... black hole lists, etc. ... prediction: Predict if the ...

Introduction to Information Retrieval - Stanford University · Introduction to Information Retrieval Sec.13.6 ... black hole lists, etc. ... prediction: Predict if the ...

Collaborative Prediction and Ranking with Non-Random ... · Collaborative Prediction and Ranking with Non-Random Missing Data Benjamin Marlin. 3rd ACM Conference on Recommender Systems.

Collaborative Prediction and Ranking with Non-Random ... · Collaborative Prediction and Ranking with Non-Random Missing Data Benjamin Marlin. 3rd ACM Conference on Recommender Systems.