Extracting Emotional Polarity of Words using Spin Model(Text Mining I)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining)
スポンサーリンク
概要
- 論文の詳細を見る
We propose a method for extracting emotional polarities of words: desirable or undesirable. Regarding emotional polarities as spins of electrons, we use the mean field approximation to compute the approximate probability function of the system instead of the intractable actual probability function. Given only two seed words "good" and "bad", the proposed method extracts 500 emotional polarities with about 75% precision.
- 社団法人電子情報通信学会の論文
- 2004-11-30
著者
-
Okumura Manabu
Department Of Pharmacy Miyazaki Medical College Hospital
-
Okumura Manabu
Tokyo Institute Of Technology Precision And Intelligence Laboratory
-
Inui Takashi
Tokyo Institute Of Technology Precision And Intelligence Laboratory
-
TAKAMURA HIROYA
Tokyo Institute of Technology, Precision and Intelligence Laboratory
-
Takamura Hiroya
Tokyo Institute Of Technology Precision And Intelligence Laboratory
-
Okumura M
Dep. Of Pharmacy Univ. Of Miyazaki Hospital
-
Okumura Manabu
Tokyo Inst. Technol.
関連論文
- Extracting Emotional Polarity of Words using Spin Model(Text Mining II)
- Extracting Emotional Polarity of Words using Spin Model(Text Mining I)(Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ, and IEICE-SIGAI on Active Mining)
- Extracting Emotional Polarity of Words using Spin Model (Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI, ICS-IPSJ and IEICE-SIGAI on Active Mining) -- (Session 12: Text Mining 2)
- Isolation of cytochrome P450 3A (CYP3A) inhibitors from Hyuganatsu, Citrus tamurana Hort.
- α-Bromo-α, α-difluoroallyl Derivatives as Synthetic Intermediate : Nucleophilic Substitution of α-Bromo-α, α-difluoroally Derivatives in the Presence of Palladium Catalysts
- Fluorinative Beckmann Frangmentation : Fluorinative α-Cleavage of Cyclic ketoximes by Diethylaminosulfur Trifluoride
- Bronchial asthma-related factors increasing pulmonary surfactant secretion
- Effects of Xanthine Derivatives on Phosphatidylcholine Secretion in Rat Type II Pneumocytes in the Presence of Activated Eosinophils
- Effects of Xanthine Derivatives on Phosphatidylcholine Secretion in Primary Culture of Rat Type II Pneumocytes
- Inhibitory Effects of Amino-Acid Fluids on Drug Binding to Site II of Human Serum Albumin in Vitro(Biopharmacy)
- Inhibitory Effects of Citrus Fruits on Cytochrome P450 3A (CYP3A) Activity in Humans(Miscellaneous)
- Analysis of CYP3A inhibitory components of star fruit (Averrhoa carambola L.) using liquid chromatography-mass spectrometry
- Semi-Supervised Learning to Classify Evaluative Expressions from Labeled and Unlabeled Texts(Knowledge, Information and Creativity Support System)
- Effect of Acute Hepatic Failure on Epirubicin Pharmacokinetics after Intrahepatic Arterial Injection in Rats(Biopharmacy)
- Inhibitory Effects of Fruit Juices on Cytochrome P450 2C9 Activity in Vitro
- Inhibitory Effects of Fruit Juices on Cytochrome P450 2C9 Activity in Vitro
- Collecting Object-attribute Noun Pairs and Constructing Concept Graphs for the Argument of Adjectives from Japanese N1-Adj-N2 Constructions