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Page "Collaborative filtering" ¶ 55
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Collaborative and Filtering
* Robust Collaborative Filtering, where recommendation is stable towards efforts of manipulation.
* Content-Boosted Collaborative Filtering for Improved Recommendations.
* Eigentaste: A Constant Time Collaborative Filtering Algorithm.
* A Survey of Collaborative Filtering Techniques Su, Xiaoyuan and Khoshgortaar, Taghi.
* Google News Personalization: Scalable Online Collaborative Filtering Abhinandan Das, Mayur Datar, Ashutosh Garg, and Shyam Rajaram.
* Factor in the Neighbors: Scalable and Accurate Collaborative Filtering Yehuda Koren, Transactions on Knowledge Discovery from Data ( TKDD ) ( 2009 )
* Rating Prediction Using Collaborative Filtering
* Berkeley Collaborative Filtering
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.
( 2002 ) Content-Boosted Collaborative Filtering for Improved Recommendations.
* Nasraoui O., Cerwinske J., Rojas C., and Gonzalez F., " Collaborative Filtering in Dynamic Usage Environments ", in Proc.

Collaborative and where
Baccarin attended Public School 41 and New York City Lab School for Collaborative Studies, where she and Claire Danes were classmates.
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.
* EUROCORES ( European Collaborative Research scheme ) enable researchers in different European countries to develop collaboration in areas where European scale and scope are required.
Collaborative intelligence addresses problems where individual expertise, potentially conflicting priorities of stakeholders, and different interpretations of diverse experts are critical for problem-solving.
They also performed at the 2006 CMT Music Awards, where they received multiple nominations including Group / Duo Video of the Year for Just Might ( Make Me Believe ), Breakthrough Video of the Year for Something More, and Collaborative Video of the Year for Who Says You Can't Go Home.
* Collaborative Virtual Environments, computer-simulated places where people can meet

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

Collaborative and across
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.
Breakthrough Collaborative ( formerly Summerbridge National ) is the umbrella organization of a collaborative of programs across the United States and in Hong Kong that aim to effect positive change in urban schools.

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

Collaborative and systems
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 editing systems
Collaborative filtering systems have many forms, but many common systems can be reduced to two steps:
Collaborative programs in engineering including: agricultural, biological systems, biomedical, chemical, civil, computer, earth and environmental, electrical, geological, industrial, manufacturing, materials, mechanical, metallurgical and mining.
Collaborative intelligence relates to whether prediction is defined as active, how heuristics are used, and whether analogs to developmental processes for facilitated variation enable systems to evolve non-randomly toward increased functional effectiveness.
* Collaborative Learning Development Enables developers of learning systems to work as a network.
Collaborative tagging exhibits a form of complex systems ( or self-organizing ) dynamics.
Collaborative tagging exhibits a form of complex systems dynamics, ( or self organizing dynamics ).
* Collaborative work systems
Product and manufacturing information, also abbreviated PMI, conveys non-geometric attributes in 3D computer-aided design ( CAD ) and Collaborative Product Development systems necessary for manufacturing product components or subsystems.

Collaborative and are
The new Collaborative Research Center, all graduate student housing, the Greenbriar building, and the Wiess President's House are located off-campus.
Collaborative divorce and mediated divorce are considered uncontested divorces.
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 creative processes are frequently used by designers, architects and scientists.
# Collaborative activities are related to the expenditure of time between more than one employee within an organizational context.
Collaborative design techniques, such as rapid visualization and parametric modeling of restaurant kitchens are now being used to establish equipment specifications that are consistent with restaurant operating and merchandising requirements.
Groupware and other Computer Supported Collaborative Work ( CSCW ) platforms are now the stage of Network Creativity on the web or on other private networks.
Educational Collaborative Partnerships are established by mutual agreement between two or more parties to work together on projects and activities that will enhance the quality of education for students while improving skills critical to success in the workplace.
There are also three high schools which all contain independent Sixth Form facilities and working together as part of the Maghull Collaborative.
Collaborative, group, and individual study areas are offered as well as group study rooms.
The museum ’ s project architects are Jones & Jones Architects and Landscape Architects Ltd. of Seattle and SmithGroup of Washington, D. C., in association with Lou Weller ( Caddo ), the Native American Design Collaborative, and Polshek Partnership Architects of New York City ; Ramona Sakiestewa ( Hopi ) and Donna House ( Navajo / Oneida ) also served as design consultants.
The categories are: Professional / Career Development Programs, Teaching Environment, Tenure Clarity and Process, Facilities / Workspace / Security, Work / Life Balance, Compensation / Benefits, Job Satisfaction, Respect / Appreciation, Collaborative Governance, Confidence in Senior Leadership and Supervisor or Department Chair Relationship.
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 filters are expected to increase diversity because they help us discover new products among myriad choices.
Two mid-deck experiments are the Middeck Glovbox Payload ( MGBX ) and the Collaborative Ukrainian Experiment ( CUE ).
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.
Collaborative programs are open to all students enrolled in the MI and Ph. D. programs.
Collaborative scripts are used in nearly all cases of collaborative learning some of which are more suited for face-to-face collaborative learning — usually, more flexible — and others for computer-supported collaborative learning — typically, more constraining.
Collaborative mapping initiatives utilising GPS technology are arguably omniopticons, with the ability to reverse the panoptic gaze.

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