We study collaborative filtering for applications in which there exists for every user a set of items about which the user has given binary, positive-only feedback (one-class collaborative filtering). Take for example an on-line store that knows all past purchases of every customer. An important class of algorithms for one-class collaborative filtering are the nearest neighbors algorithms, typically divided into user-based and item-based algorithms. We introduce a reformulation that unifies user- and item-based nearest neighbors algorithms and use this reformulation to propose a novel algorithm that incorporates the best of both worlds and outperforms state-of-the-art algorithms. Additionally, we propose a method for naturally explaining the recommendations made by our algorithm and show that this method is also applicable to existing user-based nearest neighbors methods.
Bailment Contracts
A Contract where one party delivers goods to the other upon return basis to fulfil a specific purpose is called bailment contract. It includes two parties namely; bailer and bailee. The person who is delivering the goods is called bailer and the person to whom goods are delivered, is called bailee.
Types of Bailment Contracts
The bailement contracts are classified into Gratuitous bailments and Non – Gratuitous bailments.
Difference between Bailment and Sale
Psu 2010 student conference beyond territory and turfcsa140
- The document discusses moving away from silos in higher education administration towards a "boundaryless" model to improve communication, reduce risk, and enhance efficiency. It analyzes literature on boundaryless organizations and General Electric's approach. The presentation explores research questions on interdepartmental cooperation and proposes using Galbraith's Star Model and a socio-technical systems approach to study ways of breaking down barriers between administrative departments in universities.
This document provides instructions for logging into and using the Odin software. It explains how to log in by entering a username and password, navigate to scripts using keyboard shortcuts like F5, buy and sell by pressing + and - keys, view trades with F8 and F3, modify trades with Shift+F2, see profits and losses with Alt+F6, view client positions, add a client ID, and log out by pressing the red button and confirming.
El documento describe un experimento realizado por estudiantes para observar la Ley de Stokes. Midieron el tiempo que tardaban canicas de diferentes tamaños en caer a través de varios líquidos como miel, aceite y jabón. Calculando la viscosidad, densidad y velocidad de caída, determinaron que la Ley de Stokes se cumplía para los objetos esféricos moviéndose a través de los fluidos viscosos de manera laminar a bajas velocidades. La fuerza total del fluido sobre cada canica era igual a la suma de la fuerza de
Privacy and Security on Online Social Media: Workshop on Data Analytics & Its...IIIT Hyderabad
This document summarizes a workshop presentation on privacy and security in online social media. The presenter discusses their research interests in privacy, cybercrime, social media and usable security. They describe tools they have developed including TweetCred to assess the credibility of tweets, and OCEAN, an open government data repository. The presentation warns of privacy and identity risks when personal details from multiple sources are combined, and calls for more research on these issues in India.
The document outlines plans to launch a journal club at the Sultan Bin Abdul Aziz Humanitarian City Internal Medicine Department. It discusses the benefits of journal clubs for developing critical appraisal skills and staying up to date with the medical literature. Guidelines are provided for what makes a successful journal club, including regular meetings, compulsory attendance, and food. Frameworks for critically appraising articles and guidelines for PowerPoint presentations are also outlined. The document proposes that the journal club meets every two weeks, is open to all clinical staff but has a limited membership. Roles and responsibilities would be clearly defined with mentors and a coordinator overseeing the meetings.
We study collaborative filtering for applications in which there exists for every user a set of items about which the user has given binary, positive-only feedback (one-class collaborative filtering). Take for example an on-line store that knows all past purchases of every customer. An important class of algorithms for one-class collaborative filtering are the nearest neighbors algorithms, typically divided into user-based and item-based algorithms. We introduce a reformulation that unifies user- and item-based nearest neighbors algorithms and use this reformulation to propose a novel algorithm that incorporates the best of both worlds and outperforms state-of-the-art algorithms. Additionally, we propose a method for naturally explaining the recommendations made by our algorithm and show that this method is also applicable to existing user-based nearest neighbors methods.
Bailment Contracts
A Contract where one party delivers goods to the other upon return basis to fulfil a specific purpose is called bailment contract. It includes two parties namely; bailer and bailee. The person who is delivering the goods is called bailer and the person to whom goods are delivered, is called bailee.
Types of Bailment Contracts
The bailement contracts are classified into Gratuitous bailments and Non – Gratuitous bailments.
Difference between Bailment and Sale
Psu 2010 student conference beyond territory and turfcsa140
- The document discusses moving away from silos in higher education administration towards a "boundaryless" model to improve communication, reduce risk, and enhance efficiency. It analyzes literature on boundaryless organizations and General Electric's approach. The presentation explores research questions on interdepartmental cooperation and proposes using Galbraith's Star Model and a socio-technical systems approach to study ways of breaking down barriers between administrative departments in universities.
This document provides instructions for logging into and using the Odin software. It explains how to log in by entering a username and password, navigate to scripts using keyboard shortcuts like F5, buy and sell by pressing + and - keys, view trades with F8 and F3, modify trades with Shift+F2, see profits and losses with Alt+F6, view client positions, add a client ID, and log out by pressing the red button and confirming.
El documento describe un experimento realizado por estudiantes para observar la Ley de Stokes. Midieron el tiempo que tardaban canicas de diferentes tamaños en caer a través de varios líquidos como miel, aceite y jabón. Calculando la viscosidad, densidad y velocidad de caída, determinaron que la Ley de Stokes se cumplía para los objetos esféricos moviéndose a través de los fluidos viscosos de manera laminar a bajas velocidades. La fuerza total del fluido sobre cada canica era igual a la suma de la fuerza de
Privacy and Security on Online Social Media: Workshop on Data Analytics & Its...IIIT Hyderabad
This document summarizes a workshop presentation on privacy and security in online social media. The presenter discusses their research interests in privacy, cybercrime, social media and usable security. They describe tools they have developed including TweetCred to assess the credibility of tweets, and OCEAN, an open government data repository. The presentation warns of privacy and identity risks when personal details from multiple sources are combined, and calls for more research on these issues in India.
The document outlines plans to launch a journal club at the Sultan Bin Abdul Aziz Humanitarian City Internal Medicine Department. It discusses the benefits of journal clubs for developing critical appraisal skills and staying up to date with the medical literature. Guidelines are provided for what makes a successful journal club, including regular meetings, compulsory attendance, and food. Frameworks for critically appraising articles and guidelines for PowerPoint presentations are also outlined. The document proposes that the journal club meets every two weeks, is open to all clinical staff but has a limited membership. Roles and responsibilities would be clearly defined with mentors and a coordinator overseeing the meetings.
This agency provides insurance claims settlement and related legal services. Their strategy focuses on cooperation between parties to reach results. Their experienced team solves complex technical and legal issues to objectively investigate cases. They have experience reversing court decisions and have successfully worked in insurance consulting for over 20 years.
Allianz Russia Legal Claims Management StrategyMaksim Petrov
The document outlines a "CASCADE Trial Strategy" to address rising legal claims and recoveries against an insurance company (AZR) in Russia. It identifies factors contributing to the problem, including weak processes, outdated regulations, and "local schemes" exploiting insurance disputes. The strategy has two main goals: 1) reduce the total number of lawsuits against AZR, and 2) reduce the total amount of recoveries from AZR. It proposes a multi-level "CASCADE" system including reducing risk segments, minimizing claims management, improving work on received claims and lawsuits, and implementing projects like mediation and voluntary court settlements. Specific tactics are described to achieve the goals, such as banning payments to affiliated companies, introducing employee KPIs,
This agency provides insurance claims settlement and related legal services. Their strategy focuses on cooperation between parties to reach results. Their experienced team solves complex technical and legal issues to objectively investigate cases. They have experience reversing court decisions and have successfully worked in insurance consulting for over 20 years.
Allianz Russia Legal Claims Management StrategyMaksim Petrov
The document outlines a "CASCADE Trial Strategy" to address rising legal claims and recoveries against an insurance company (AZR) in Russia. It identifies factors contributing to the problem, including weak processes, outdated regulations, and "local schemes" exploiting insurance disputes. The strategy has two main goals: 1) reduce the total number of lawsuits against AZR, and 2) reduce the total amount of recoveries from AZR. It proposes a multi-level "CASCADE" system including reducing risk segments, minimizing claims management, improving work on received claims and lawsuits, and implementing projects like mediation and voluntary court settlements. Specific tactics are described to achieve the goals, such as banning payments to affiliated companies, introducing employee KPIs,