Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In little over the last decade the World Wide b has established itself as a medium of interaction, communication, content delivery, and collaboration, opening doors of opportunity never before available to humanity, and on a scale unprecedented in human history. At the same time, information overload, due to democratization of content creation and delivery, remains a major problem. ,  postulate that the problems of democracy are solved by democracy itself: harnessing the people por of the world wide b through collaborative filtering of content is the natural solution to the information overload problem; and  present approaches to promote such collaboration.#R##N##R##N# show that the standard PageRank Algorithm, inspired by the effectiveness of citation-structure analysis (“all links are good, and the more the better”) to estimate the relative importance of articles in scientific literature, is becoming less effective in this increasingly democratized world of online content. As long as uniformly edited content produced by media companies and other corporate entities dominated online content, the topological similarity of the b to the world of scientific literature was maintained sufficiently ll. The explosion of unedited blogs, discussion fora, and wikis, with their “messier” hyperlink structure, is rapidly reducing this similarity, and also the effectiveness of standard PageRank-based filtering methods.#R##N##R##N# assume a slightly modified b infrastructure in which links have positive and negative ights, and show that this enables radically different and more effective approaches to page ranking and collaborative content filtering, leading to a vastly improved environment to incentivize content creation and co-operation on the World Wide b, helping realize, in essence, a vastly more efficient information economy in today’s online global village.
['Arindam Chakrabarti']
I am writing a research paper on a idea Effective filtering for collaborative publishing
[{"from": "human", "value": "I am writing a research paper on a idea Effective filtering for collaborative publishing"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In little over the last decade the World Wide b has established itself as a medium of interaction, communication, content delivery, and collaboration, opening doors of opportunity never before available to humanity, and on a scale unprecedented in human history. At the same time, information overload, due to democratization of content creation and delivery, remains a major problem. ,  postulate that the problems of democracy are solved by democracy itself: harnessing the people por of the world wide b through collaborative filtering of content is the natural solution to the information overload problem; and  present approaches to promote such collaboration.#R##N##R##N# show that the standard PageRank Algorithm, inspired by the effectiveness of citation-structure analysis (\u201call links are good, and the more the better\u201d) to estimate the relative importance of articles in scientific literature, is becoming less effective in this increasingly democratized world of online content. As long as uniformly edited content produced by media companies and other corporate entities dominated online content, the topological similarity of the b to the world of scientific literature was maintained sufficiently ll. The explosion of unedited blogs, discussion fora, and wikis, with their \u201cmessier\u201d hyperlink structure, is rapidly reducing this similarity, and also the effectiveness of standard PageRank-based filtering methods.#R##N##R##N# assume a slightly modified b infrastructure in which links have positive and negative ights, and show that this enables radically different and more effective approaches to page ranking and collaborative content filtering, leading to a vastly improved environment to incentivize content creation and co-operation on the World Wide b, helping realize, in essence, a vastly more efficient information economy in today\u2019s online global village."}]