Future
Currently the problem is not finding the best way to filter information, but the way that these systems require to learn independently the information needs of users. Not only because they automate the process of filtering but also the construction and adaptation of the filter. Some branches based on it, such as statistics, machine learning, pattern recognition and data mining, are the base for developing information filters that appear and adapt in base to experience. To allow the learning process can be carried out, part of the information has to be pre-filtered, it means there are positive and negative examples which we named training data, which can be generated by experts or, via feedback through ordinary users.
Read more about this topic: Information Filtering System
Famous quotes containing the word future:
“The power we exert over the future behavior of our children is enormous. Even after they have left home, even after we have left the world, there will always be part of us that will remain with them forever.”
—Neil Kurshan (20th century)
“I was so grateful to be independent of the academic establishment. I thought, how awful it would be to have my future hinge on such people and such decisions.”
—Jane Jacobs (b. 1916)
“We live in an age when to be young and to be indifferent can be no longer synonymous. We must prepare for the coming hour. The claims of the Future are represented by suffering millions; and the Youth of a Nation are the trustees of Posterity.”
—Benjamin Disraeli (1804–1881)