Padmaja S | University College Of Engineering, Osmania University (original) (raw)
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Papers by Padmaja S
International Journal of Advanced Research in Artificial Intelligence, 2014
Automatic detection of linguistic negation in free text is a demanding need for many text process... more Automatic detection of linguistic negation in free text is a demanding need for many text processing applications including Sentiment Analysis. Our system uses online news archives from two different resources namely NDTV and The Hindu. While dealing with news articles, we performed three subtasks namely identifying the target; separation of good and bad news content from the good and bad
Opinion Mining is a process of automatic extraction of knowledge from the opinion of others about... more Opinion Mining is a process of automatic extraction of knowledge from the opinion of others about some
particular topic or problem. The idea of Opinion mining and Sentiment Analysis tool is to “process a set
of search results for a given item, generating a list of product attributes (quality, features etc.) and
aggregating opinion”. But with the passage of time more interesting applications and developments
came into existence in this area and now its main goal is to make computer able to recognize and
generate emotions like human. This paper will try to focus on the basic definitions of Opinion Mining,
analysis of linguistic resources required for Opinion Mining, few machine learning techniques on the
basis of their usage and importance for the analysis, evaluation of Sentiment classifications and its
various applications.
International Journal of Advanced Research in Artificial Intelligence, 2014
Automatic detection of linguistic negation in free text is a demanding need for many text process... more Automatic detection of linguistic negation in free text is a demanding need for many text processing applications including Sentiment Analysis. Our system uses online news archives from two different resources namely NDTV and The Hindu. While dealing with news articles, we performed three subtasks namely identifying the target; separation of good and bad news content from the good and bad
Opinion Mining is a process of automatic extraction of knowledge from the opinion of others about... more Opinion Mining is a process of automatic extraction of knowledge from the opinion of others about some
particular topic or problem. The idea of Opinion mining and Sentiment Analysis tool is to “process a set
of search results for a given item, generating a list of product attributes (quality, features etc.) and
aggregating opinion”. But with the passage of time more interesting applications and developments
came into existence in this area and now its main goal is to make computer able to recognize and
generate emotions like human. This paper will try to focus on the basic definitions of Opinion Mining,
analysis of linguistic resources required for Opinion Mining, few machine learning techniques on the
basis of their usage and importance for the analysis, evaluation of Sentiment classifications and its
various applications.