page visits etc. There are three cases of cold start: New community: refers to the start-up of the recommender, when, although a catalogue of items might...
29 KB (3,757 words) - 04:43, 9 December 2024
information filtering system that provides suggestions for items that are most pertinent to a particular user. Recommender systems are particularly useful...
98 KB (11,055 words) - 03:08, 5 June 2025
Indian Armed Forces. Cold start (recommender systems), the problem of recommending items to users with insufficient data "Cold Start" (Pole to Pole with...
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factorization is a class of collaborative filtering algorithms used in recommender systems. Matrix factorization algorithms work by decomposing the user-item...
18 KB (2,538 words) - 12:56, 17 April 2025
Hadjiefthymiades, Stathes (March 2014). "Facing the cold start problem in recommender systems". Expert Systems with Applications. 41 (4): 2065–2073. doi:10.1016/j...
3 KB (413 words) - 21:50, 21 September 2023
Knowledge-based recommender systems (knowledge based recommenders) are a specific type of recommender system that are based on explicit knowledge about...
8 KB (899 words) - 05:57, 7 March 2020
Collaborative filtering (category Recommender systems)
besides content-based filtering, one of two major techniques used by recommender systems. Collaborative filtering has two senses, a narrow one and a more...
39 KB (4,799 words) - 17:17, 20 April 2025
McDonald), people recommender systems deal with recommending people to people on social media. Aspects making people recommender systems distinct from traditional...
21 KB (2,544 words) - 20:53, 30 July 2024
Starting fluid is a volatile, flammable liquid which is used to aid the starting of internal combustion engines, especially during cold weather or in...
6 KB (736 words) - 23:47, 2 November 2023
"Pairwise preference regression for cold-start recommendation". Proceedings of the third ACM conference on Recommender systems - RecSys '09. p. 21. doi:10.1145/1639714...
3 KB (309 words) - 16:37, 25 December 2020
presentation, and setup of the system out of the box. FTUEs are directly related to the well-known cold start problem in recommender systems, which attempts to balance...
12 KB (1,483 words) - 00:30, 20 August 2024
1980s, executive information systems (EIS), group decision support systems (GDSS), and organizational decision support systems (ODSS) evolved from the single...
28 KB (3,298 words) - 03:59, 6 June 2025
Item-item collaborative filtering (category Recommender systems)
item-based, or item-to-item, is a form of collaborative filtering for recommender systems based on the similarity between items calculated using people's ratings...
5 KB (746 words) - 21:01, 26 January 2025
MovieLens (category Recommender systems)
MovieLens is a web-based recommender system and virtual community that recommends movies for its users to watch, based on their film preferences using...
12 KB (1,461 words) - 17:01, 10 March 2025
smaller niches. Not all recommender systems are equal, however, when it comes to expanding the long tail. Some recommenders (i.e. certain collaborative...
45 KB (6,002 words) - 12:49, 4 June 2025
GroupLens Research (category Recommender systems)
Engineering at the University of Minnesota, Twin Cities specializing in recommender systems and online communities. GroupLens also works with mobile and ubiquitous...
33 KB (3,181 words) - 15:09, 29 May 2025
Cold fusion is a hypothesized type of nuclear reaction that would occur at, or near, room temperature. It would contrast starkly with the "hot" fusion...
145 KB (16,023 words) - 03:57, 2 June 2025
Hot swapping (redirect from Cold-switch)
which do not are cold-swappable or cold-pluggable. Although the broader concept of hot swapping can apply to electrical or mechanical systems, it is usually...
22 KB (2,754 words) - 16:47, 7 June 2025
Collective intelligence (category Multi-robot systems)
website Delicious, has shown that collaborative tagging systems exhibit a form of complex systems (or self-organizing) dynamics. Although there is no central...
136 KB (15,272 words) - 03:21, 2 June 2025
behavior of the system, because they often contribute the vast majority of the system's energy, especially in low-dimensional systems. Still, this must...
21 KB (2,248 words) - 07:14, 18 April 2025
Product finder (section Recommender system)
zero results through the filtering system. Scoring systems – Scoring systems are often found on recommender systems and allow users to rate products for...
12 KB (1,776 words) - 10:29, 24 February 2024
Intuitionistic logic – Various systems of symbolic logic Kripke semantics – Formal semantics for non-classical logic systems Relevance theory – Theory of...
12 KB (1,725 words) - 17:42, 3 May 2025
Systems theory is the transdisciplinary study of systems, i.e. cohesive groups of interrelated, interdependent components that can be natural or artificial...
53 KB (6,120 words) - 05:51, 15 April 2025
genres of music, such as world and classical music, have 300–450 genes. The system depends on a sufficient number of genes to render useful results. Each gene...
7 KB (717 words) - 17:19, 3 June 2025
Robust collaborative filtering (category Recommender systems)
Filtering, RecSys ‘07 Proceedings of the 2007 ACM Conference on Recommender Systems, 49-56 Bamshad Mobasher, Robin Burke, Chad Williams, and Runa Bhaumik...
5 KB (662 words) - 06:51, 25 July 2016
Hypothermia (redirect from Cold weather injuries)
two main types of causes. It classically occurs from exposure to cold weather and cold water immersion. It may also occur from any condition that decreases...
61 KB (6,745 words) - 21:42, 26 May 2025
Preference elicitation (category Decision support systems)
the domain of the information space. Active learning (machine learning) Cold start Collaborative filtering Collective intelligence Long tail Personalized...
2 KB (209 words) - 13:02, 14 August 2023
The Cold War emerged from the breakdown of relations between two of the primary victors of World War II: the United States and Soviet Union, along with...
81 KB (10,422 words) - 22:28, 7 June 2025
World-systems theory (also known as world-systems analysis or the world-systems perspective) is a multidisciplinary approach to world history and social...
70 KB (8,496 words) - 19:17, 22 May 2025
results in a significant difference in the ranking of the "top-10" most recommended movies for a user. Prizes were based on improvement over Netflix's own...
27 KB (3,090 words) - 14:27, 25 May 2025