Leveraging Collaborative Tagging for Web Item Design

Channel:
Microsoft Research
Subscribers:
344,000
Published on ● Video Link: https://www.youtube.com/watch?v=n521JN97Jro


Duration: 1:06:32
58 views
0

The popularity of collaborative tagging sites has created new challenges and opportunities for designers of web items, such as electronics products, travel itineraries, popular blogs, etc. An increasing number of people are turning to online reviews and user-specified tags to choose from among competing items. This creates an opportunity for designers to build items that are likely to attract desirable tags when published. We consider a novel optimization problem: given a training dataset of existing items with their user-submitted tags, and a query set of desirable tags, design the k best new items expected to attract the maximum number of desirable tags. We present algorithms for solving this problem and present experimental results.



Other Videos By Microsoft Research


2016-07-28Prototyping Windows Phone Applications
2016-07-28The Livehoods Project: Utilizing Social Media to Understand the Dynamics of a City
2016-07-28Infinite Reality: Avatars, Eternal Life, New Worlds, and the Dawn of the Virtual Revolution
2016-07-28mSDA: A fast and easy-to-use way to improve bag-of-words features
2016-07-28Intuitive proofs of Ergodic Theorems
2016-07-28Relax and Randomize: A recipe for online learning algorithms
2016-07-28Shared variables and data races in C++11
2016-07-28Large Linear Classification when Data Cannot Fit In Memory
2016-07-28MemCAD, A Modular Abstract Domain for Reasoning on Memory States
2016-07-28Verifying the integrity of peripherals' firmware
2016-07-28Leveraging Collaborative Tagging for Web Item Design
2016-07-27New-media arts inside and outside the research laboratory
2016-07-27Facing Interaction
2016-07-27Efficient Market Making via Convex Optimization
2016-07-27Working Playfully to Learn: The Roles of Mediated Environments for Meaning-Making
2016-07-27Building Net Trust in the Homes of Seniors
2016-07-27Expositor: Scriptable Time-Travel Debugging with First Class Traces
2016-07-27Computational artists through a virtual lens: CLOUDS documentary and depth enabled
2016-07-27Approximating k-Median via Pseudo-Approximation
2016-07-27Handling Multitude of Nash Equilibria in Voting Games
2016-07-27Towards Verification of Behavioral Software Contracts


Tags:
microsoft research