Opinion Analysis for Online Reviews (eBook)

by (Author)

  • 33,707 Words
  • 128 Pages

This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are integrated via ensemble learning. Finally, to solve the problem of combination explosion encountered, a greedy algorithm is devised to select the base classifiers.

This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are integrated via ensemble learning. Finally, to solve the problem of combination explosion encountered, a greedy algorithm is devised to select the base classifiers.


  • 0
    0
  • 1
    1
  • 2
    2
  • 3
    3
  • 4
    4
  • 5
    5
  • 6
    6
  • 7
    7
  • 8
    8
  • 9
    9
  • 0
    0
  • 1
    1
  • 2
    2
  • 3
    3
  • 4
    4
  • 5
    5
  • 6
    6
  • 7
    7
  • 8
    8
  • 9
    9
  • 0
    0
  • 1
    1
  • 2
    2
  • 3
    3
  • 4
    4
  • 5
    5
  • 6
    6
  • 7
    7
  • 8
    8
  • 9
    9
:
  • 0
    0
  • 1
    1
  • 2
    2
  • 3
    3
  • 4
    4
  • 5
    5
  • 6
    6
  • 7
    7
  • 8
    8
  • 9
    9
  • 0
    0
  • 1
    1
  • 2
    2
  • 3
    3
  • 4
    4
  • 5
    5
  • 6
    6
  • 7
    7
  • 8
    8
  • 9
    9
:
  • 0
    0
  • 1
    1
  • 2
    2
  • 3
    3
  • 4
    4
  • 5
    5
  • 6
    6
  • 7
    7
  • 8
    8
  • 9
    9
  • 0
    0
  • 1
    1
  • 2
    2
  • 3
    3
  • 4
    4
  • 5
    5
  • 6
    6
  • 7
    7
  • 8
    8
  • 9
    9
Average Reading Time Login to Personalize

Opinion Analysis for Online Reviews

No reviews were found. Please log in to write a review if you've read this book.

Item added to cart

9789813100466 bookshelf
Opinion Analysis for O...
$56.00
QTY: 1

9789813100466 bookshelf

Write a Review for Opinion Analysis for Online Reviews

by yuming lin, xiaoling wang;aoying zhou

Average Rating:
×

Opinion Analysis for Online Reviews has been added

Opinion Analysis for Online Reviews has been added to your wish list.

Ok