Towards recommender engineering tools and experiments for identifying recommender differences
MD Ekstrand - 2014 - search.proquest.com
Since the introduction of their modern form 20 years ago, recommender systems have
proven a valuable tool for help users manage information overload. Two decades of …
proven a valuable tool for help users manage information overload. Two decades of …
Evaluating recommender systems
Recommender systems are now popular both commercially and in the research community,
where many approaches have been suggested for providing recommendations. In many …
where many approaches have been suggested for providing recommendations. In many …
Evaluating recommendation systems
G Shani, A Gunawardana - Recommender systems handbook, 2011 - Springer
Recommender systems are now popular both commercially and in the research community,
where many approaches have been suggested for providing recommendations. In many …
where many approaches have been suggested for providing recommendations. In many …
Rival: a toolkit to foster reproducibility in recommender system evaluation
A Said, A Bellogín - Proceedings of the 8th ACM Conference on …, 2014 - dl.acm.org
Currently, it is difficult to put in context and compare the results from a given evaluation of a
recommender system, mainly because too many alternatives exist when designing and …
recommender system, mainly because too many alternatives exist when designing and …
A Survey on Recommender Systems Challenges and Solutions
KS Elattar, KM Fouad - 2022 2nd International Mobile …, 2022 - ieeexplore.ieee.org
A recommender system is a set of tools for information retrieval. It improves access and
proactively recommends items and services that match users' tastes by considering their …
proactively recommends items and services that match users' tastes by considering their …
[图书][B] RecSys' 17: Proceedings of the Eleventh ACM Conference on Recommender Systems
It is our great pleasure to welcome you to the 2017 ACM Conference on Recommender
Systems (RecSys 2017), held in Como, Italy, from August 27th though 31st. The ACM …
Systems (RecSys 2017), held in Como, Italy, from August 27th though 31st. The ACM …
Comparative recommender system evaluation: benchmarking recommendation frameworks
A Said, A Bellogín - Proceedings of the 8th ACM Conference on …, 2014 - dl.acm.org
Recommender systems research is often based on comparisons of predictive accuracy: the
better the evaluation scores, the better the recommender. However, it is difficult to compare …
better the evaluation scores, the better the recommender. However, it is difficult to compare …
Microsoft recommenders: tools to accelerate developing recommender systems
S Graham, JK Min, T Wu - Proceedings of the 13th ACM Conference on …, 2019 - dl.acm.org
The purpose of this demonstration is to highlight the content of the Microsoft Recommenders
repository and show how it can be used to reduce the time involved in developing …
repository and show how it can be used to reduce the time involved in developing …
A guideline-based approach for assisting with the reproducibility of experiments in recommender systems evaluation
Recommender systems' evaluation is usually based on predictive accuracy and information
retrieval metrics, with better scores meaning recommendations are of higher quality …
retrieval metrics, with better scores meaning recommendations are of higher quality …
A novel hybrid approach improving effectiveness of recommender systems
GML Sarnè - Journal of Intelligent Information Systems, 2015 - Springer
Recommender systems support users by generating potentially interesting suggestions
about relevant products and information. The increasing attention towards such tools is …
about relevant products and information. The increasing attention towards such tools is …