From Opinion Mining to Financial Argument Mining.
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Superior document: | SpringerBriefs in Computer Science Series |
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TeilnehmendeR: | |
Place / Publishing House: | Singapore : : Springer Singapore Pte. Limited,, 2021. Ã2021. |
Year of Publication: | 2021 |
Edition: | 1st ed. |
Language: | English |
Series: | SpringerBriefs in Computer Science Series
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Online Access: | |
Physical Description: | 1 online resource (102 pages) |
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050 | 4 | |a QA76.9.N38 | |
100 | 1 | |a Chen, Chung-Chi. | |
245 | 1 | 0 | |a From Opinion Mining to Financial Argument Mining. |
250 | |a 1st ed. | ||
264 | 1 | |a Singapore : |b Springer Singapore Pte. Limited, |c 2021. | |
264 | 4 | |c Ã2021. | |
300 | |a 1 online resource (102 pages) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
490 | 1 | |a SpringerBriefs in Computer Science Series | |
505 | 0 | |a Intro -- Preface -- Contents -- 1 Introduction -- 1.1 Opinion Mining and Sentiment Analysis -- 1.2 Financial Opinion Mining -- 1.3 Why Study Financial Opinion Mining? -- 1.4 Overview of the Book -- References -- 2 Modeling Financial Opinions -- 2.1 Opinion Components -- 2.1.1 Target Entity -- 2.1.2 Market Sentiment -- 2.1.3 Opinion Holder -- 2.1.4 Publishing Time and Validity Period -- 2.1.5 Market Information -- 2.1.6 Aspect -- 2.1.7 Elementary Argumentative Units -- 2.1.8 Opinion Quality -- 2.1.9 Influence -- 2.2 Argumentation Structure in Opinions -- 2.3 Argumentation Structure Among Opinions -- 2.4 Relations Among Opinions and Target Entities -- 2.5 Summary -- References -- 3 Sources and Corpora -- 3.1 Insiders -- 3.2 Professionals -- 3.3 Social Media Users -- 3.4 Journalists -- 3.5 Summary -- References -- 4 Organizing Financial Opinions -- 4.1 Component Extraction -- 4.1.1 Target Entity and Opinion Holder -- 4.1.2 Market Sentiment and Aspect -- 4.1.3 Temporal Information -- 4.1.4 Elementary Argumentative Units -- 4.2 Relation Linking and Quality Evaluation -- 4.3 Influence Power Estimation and Implicit Information Inference -- 4.4 Summary -- References -- 5 Numerals in Financial Narratives -- 5.1 Numeral Understanding -- 5.2 Numeral Attachment -- 5.3 Improving Financial Opinion Mining via Numeral-Related Tasks -- 5.4 Summary -- References -- 6 FinTech Applications -- 6.1 Information Provision -- 6.2 Personalized Recommendation -- 6.3 Improving Employee Efficiency -- 6.4 Summary -- References -- 7 Perspectives and Conclusion -- 7.1 Future Directions -- 7.2 Conclusion -- References. | |
588 | |a Description based on publisher supplied metadata and other sources. | ||
590 | |a Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries. | ||
655 | 4 | |a Electronic books. | |
700 | 1 | |a Huang, Hen-Hsen. | |
700 | 1 | |a Chen, Hsin-Hsi. | |
776 | 0 | 8 | |i Print version: |a Chen, Chung-Chi |t From Opinion Mining to Financial Argument Mining |d Singapore : Springer Singapore Pte. Limited,c2021 |z 9789811628801 |
797 | 2 | |a ProQuest (Firm) | |
830 | 0 | |a SpringerBriefs in Computer Science Series | |
856 | 4 | 0 | |u https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=6628611 |z Click to View |