Social Navigation through the Spoken Web: Improving Audio Access through Collaborative Filtering in Gujarat, India

نویسندگان

  • Robert G. Farrell
  • Rajarshi Das
  • Nitendra Rajput
چکیده

The Spoken Web project is building a telecom Web that provides a platform for information access and collaborative problem-solving for the developing world. Phone-based audio navigation to relevant content in this new kind of Web has become a major challenge. In this paper we delineate the opportunities for applying collaborative filtering to improve audio navigation on the telecom Web and describe our initial experiences with similarity-based and latent variable methods of collaborative filtering.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Use of Semantic Similarity and Web Usage Mining to Alleviate the Drawbacks of User-Based Collaborative Filtering Recommender Systems

  One of the most famous methods for recommendation is user-based Collaborative Filtering (CF). This system compares active user’s items rating with historical rating records of other users to find similar users and recommending items which seems interesting to these similar users and have not been rated by the active user. As a way of computing recommendations, the ultimate goal of the user-ba...

متن کامل

QoS-based Web Service Recommendation using Popular-dependent Collaborative Filtering

Since, most of the organizations present their services electronically, the number of functionally-equivalent web services is increasing as well as the number of users that employ those web services. Consequently, plenty of information is generated by the users and the web services that lead to the users be in trouble in finding their appropriate web services. Therefore, it is required to provi...

متن کامل

Usability Studies of a Socially Enhanced Web Server

Now at: IBM Almaden Research Center, 650 Harry Rd., San Jose, CA 95120, USA ABSTRACT We describe the results from user studies of a collaborative, socially enhanced Web space named a CoWeb. We added social navigation in the form of graphical footprints and “new” markers next to the links in the CoWeb. We found that social enhancement of the Web space using these markers altered the navigation b...

متن کامل

Spoken Web: A Parallel Web for the Masses: Industry Keynote

In India and several other countries, the number of mobile phone subscribers far exceeds the number of personal computer users, and continues to grow at a much faster pace (it has already crossed the 450 million mark in India). We will present Spoken Web, an attempt to create a new world wide web, accessible over the telephone network, for the masses in these countries. The Spoken Web is based ...

متن کامل

Multimodal Menu Interface for Mobile Web Browsing

A bstr act: T his paper presents a menu-based interface intended to support web navigation through multimodal interaction on small displays. As common starting points for web browsing and searching, portals organize links to news, entertainment, and other kinds of content. T he problem is that portal navigation is tailored mainly to large displays and point-and-click interaction, but most mobil...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010