* Collaborative filtering

* Collaborative filtering, a method of making predictions by collecting information from many users

* Collaborative filtering

Collaborative filtering ( CF ) is a technique used by some recommender systems.

Collaborative filtering has two senses, a narrow one and a more general one.

Collaborative filtering methods have been applied to many different kinds of data including sensing and monitoring data-such as in mineral exploration, environmental sensing over large areas or multiple sensors ; financial data-such as financial service institutions that integrate many financial sources ; or in electronic commerce and web 2. 0 applications where the focus is on user data, etc.

Collaborative filtering explores techniques for matching people with similar interests and making recommendations on this basis.

Collaborative filtering algorithms often require ( 1 ) users ’ active participation, ( 2 ) an easy way to represent users ’ interests to the system, and ( 3 ) algorithms that are able to match people with similar interests.

Collaborative filtering systems have many forms, but many common systems can be reduced to two steps:

Collaborative filtering

it: Collaborative filtering

Collaborative filtering approaches to build a model from a user's past behavior ( items previously purchased or selected and / or numerical ratings given to those items ) as well as similar decisions made by other users, then use that model to predict items ( or ratings for items ) that the user may have an interest in.

Collaborative filtering methods are based on collecting and analyzing a large amount of information on users ’ behaviors, activities or preferences and predicting what users will like based on their similarity to other users.

One of the most famous examples of Collaborative Filtering is item-to-item collaborative filtering ( people who buy x also buy y ), an algorithm popularized by Amazon. com's recommender system.

Collaborative filtering approaches often suffer from three problems, cold start, scalability, and sparsity.

* Collaborative filtering

# REDIRECT Collaborative filtering

# REDIRECT Collaborative filtering

Collaborative filtering is the method of making automatic predictions ( filtering ) about the interests of a user by collecting taste information from many users ( collaborating ).

* Collaborative filtering

* Collaborative filtering

Collaborative authors may have also their works published under a single pen name.

; Collaborative works

Later that year, Khan was appointed by The UNOPS to be the first global ambassador of The Water Supply and Sanitation Collaborative Council that works to improve the lives of poor people by enhancing collaboration among sector agencies and professionals around sanitation and water supply.

The Artist and Homeless Collaborative is an example of a project that works with strategies of public participation as a means of individual and community empowerment.

Collaborative editing is the practice of groups producing works together through individual contributions.

Roaring Fork Conservancy works on river and water issues across these lines and the Roaring Fork Watershed Collaborative works to address regional issues in this geographic area.

Collaborative fiction can occur for commercial gain, as part of education, or recreationally-many collaboratively written works have been the subject of a large degree of academic research.

The Water Supply and Sanitation Collaborative Council ( WSSCC ) is an global multi-stakeholder partnership organization that works to improve the lives of poor people by enhancing collaboration among sector agencies and professionals around sanitation and water supply.

Collaborative practitioners offer a tightly orchestrated model with meetings scheduled in advance every two weeks, and the range of items to be discussed apportioned in advance of signing up as well as the more open ended process, the clients decide.

Collaborative, group, and individual study areas are offered as well as group study rooms.

* The Carbon Offset Opportunity Program: A Tool for Collaborative Carbon Sequestration Project Development

* Oxford Centre for Collaborative Applied Mathematics, a research centre at the University of Oxford

Collaborative research from the Institute of Development Studies debating Social Protection from a global perspective, suggests that advocates for social protection fall into two broad categories: ' instrumentalists ' and ' activists '.

Tharp has written three books: an early autobiography, Push Comes to Shove ( 1992 ; Bantam Books ); The Creative Habit: Learn It and Use It for Life ( 2003, Simon & Schuster ), translated into Spanish, Chinese, Russian, Korean, Thai and Japanese ; “ The Collaborative Habit ” ( 2009, Simon & Schuster ), also translated into Thai, Chinese and Korean.

Collaborative divorce is a method for divorcing couples to come to agreement on divorce issues.

Collaborative software helps facilitate the action-oriented team working together over geographic distances by providing tools that help communication, collaboration and the process of problem solving by providing the team with a common means for communicating ideas and brainstorming.

Collaborative project management tools ( CPMT ) are very similar to collaborative management tools ( CMT ) except that CMT may only facilitate and manage a certain group activities for a part of a bigger project or task, while CPMT covers all detailed aspects of collaboration activities and management of the overall project and its related knowledge areas.

Collaborative planning arose in the US in response to the inadequacy of traditional public participation techniques to provide real opportunities for the public to make decisions affecting their communities.

The Gates Hillman Complex, opened for occupancy on August 11, 2009, sits on a site on the university's West Campus, surrounded by Cyert Hall, the Purnell Center for the Arts, Doherty Hall, Newell-Simon Hall, Smith Hall, Hamburg Hall and the Robert Mehrabian Collaborative Innovation Center.

* ccSyndicator Collaborative IT Committee for Complementary Currencies

Early e-learning systems, based on Computer-Based Learning / Training often attempted to replicate autocratic teaching styles whereby the role of the e-learning system was assumed to be for transferring knowledge, as opposed to systems developed later based on Computer Supported Collaborative Learning ( CSCL ), which encouraged the shared development of knowledge.

* Collaborative College for Technology and Leadership ( Early College High School program )

* From the Seafloor to the Volcano's Top Video about the work of the Collaborative Research Center ( SFB ) 574 Volatiles and Fluids in Subduction Zones in Chile by GEOMAR I Helmholtz Centre for Ocean Research Kiel.

* Collaborative Learning Center – place for students to receive help from mentors on writing, class work, or presentations

* The Empowerment Manual: A Guide for Collaborative Groups ( 2011 )

These OSAT groups include: AKVO, Appropedia, Appropriate Technology Collaborative, Catalytic Communities, Centre for Alternative Technology, Center For Development Alternatives, Engineers Without Borders, Open Source Ecology, Practical Action, and Village Earth.

Institute for Collaborative Engagement -

Collaborative real-time editing is now utilized, for example, in film editing and on services such as Google Docs.

** Center for Collaborative Action Research Contains examples of peer-reviewed action research reports and a wiki for supporting those engaged in the process of writing or supporting action research.

* Center for a New American Dream A non-profit organization working on: Redefining the Dream ; Beyond Consumerism ; Collaborative Communities

* Collaborative Group for Research in Mathematics Education at University of Southampton

* Alaska, Land of the Midnight Sun ( Sheet Music written for the AYP ) interactive hypermedia at the BinAural Collaborative Hypertext

Baccarin attended Public School 41 and New York City Lab School for Collaborative Studies, where she and Claire Danes were classmates.