Zobrazeno 1 - 10
of 99
pro vyhledávání: '"Bridge, Derek"'
Autor:
Wijekoon, Anjana, Wiratunga, Nirmalie, Corsar, David, Martin, Kyle, Nkisi-Orji, Ikechukwu, Palihawadana, Chamath, Caro-Martínez, Marta, Díaz-Agudo, Belen, Bridge, Derek, Liret, Anne
Explainable AI (XAI) can greatly enhance user trust and satisfaction in AI-assisted decision-making processes. Recent findings suggest that a single explainer may not meet the diverse needs of multiple users in an AI system; indeed, even individual u
Externí odkaz:
http://arxiv.org/abs/2408.12941
Autor:
Wijekoon, Anjana, Wiratunga, Nirmalie, Corsar, David, Martin, Kyle, Nkisi-Orji, Ikechukwu, Díaz-Agudo, Belen, Bridge, Derek
Explainable Artificial Intelligence (XAI) aims to improve the transparency of autonomous decision-making through explanations. Recent literature has emphasised users' need for holistic "multi-shot" explanations and the ability to personalise their en
Externí odkaz:
http://arxiv.org/abs/2407.10662
Autor:
Coscrato, Victor, Bridge, Derek
Supply chain optimization is key to a healthy and profitable business. Many companies use online procurement systems to agree contracts with suppliers. It is vital that the most competitive suppliers are invited to bid for such contracts. In this wor
Externí odkaz:
http://arxiv.org/abs/2403.01301
Autor:
Carraro, Diego, Bridge, Derek
It has long been recognized that it is not enough for a Recommender System (RS) to provide recommendations based only on their relevance to users. Among many other criteria, the set of recommendations may need to be diverse. Diversity is one way of h
Externí odkaz:
http://arxiv.org/abs/2401.11506
Autor:
Gabbolini, Giovanni, Bridge, Derek
Publikováno v:
In Sixteenth ACM Conference on Recommender Systems (RecSys 2022)
Streaming services use recommender systems to surface the right music to users. Playlists are a popular way to present music in a list-like fashion, ie as a plain list of songs. An alternative are tours, where the songs alternate segues, which explai
Externí odkaz:
http://arxiv.org/abs/2208.07807
Autor:
Caro-Martínez, Marta, Recio-García, Juan A., Díaz-Agudo, Belén, Darias, Jesus M., Wiratunga, Nirmalie, Martin, Kyle, Wijekoon, Anjana, Nkisi-Orji, Ikechukwu, Corsar, David, Pradeep, Preeja, Bridge, Derek, Liret, Anne
Publikováno v:
In Knowledge-Based Systems 25 October 2024 302
Autor:
Gabbolini, Giovanni, Bridge, Derek
We introduce a novel and interpretable path-based music similarity measure. Our similarity measure assumes that items, such as songs and artists, and information about those items are represented in a knowledge graph. We find paths in the graph betwe
Externí odkaz:
http://arxiv.org/abs/2108.01632
Autor:
Gabbolini, Giovanni, Bridge, Derek
We introduce a novel domain-independent algorithm for generating interesting item-to-item textual connections, or segues. Pivotal to our contribution is the introduction of a scoring function for segues, based on their "interestingness". We provide a
Externí odkaz:
http://arxiv.org/abs/2105.14909
This paper describes problems with the current way we compare the diversity of different recommendation lists in offline experiments. We illustrate the problems with a case study. We propose the Sudden Death score as a new and better way of making th
Externí odkaz:
http://arxiv.org/abs/1908.00419