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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

ATSUM: Extracting Attractive Summaries for News Propagation on Microblogs

Liu, Fang (Peking University) | Wan, Xiaojun (Peking University)

AAAI ConferencesFeb-14-2017

In this paper, we investigate how to automatically extract attractive summaries for news propagation on microblogs and propose a novel system called ATSUM to achieve this goal via text attractiveness analysis. It first analyzes the sentences in a news article and automatically predict the attractiveness score of each sentence by using the support vector regression method. The predicted attractiveness scores are then incorporated into a summarization system. Experimental results on a manually labeled dataset verify the effectiveness of the proposed methods.

artificial intelligence, atsum, machine learning, (14 more...)

AAAI Conferences

Thirty-First AAAI Conference on Artificial Intelligence

Country: Asia > China (0.15)

Genre: Research Report > New Finding (0.31)

Technology:

Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Support Vector Machines (0.55)
Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning > Regression (0.54)

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