From Opinion Mining to Financial Argument Mining (Record no. 35341)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04274naaaa2200637uu 4500 |
| 001 - CONTROL NUMBER | |
| control field | https://directory.doabooks.org/handle/20.500.12854/70780 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-981-16-2881-8 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9789811628818 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/978-981-16-2881-8 |
| Terms of availability | doi |
| 041 0# - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English |
| 042 ## - AUTHENTICATION CODE | |
| Authentication code | dc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQL |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UNF |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UMB |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UB |
| Source | bicssc |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Chen, Chung-Chi |
| Relationship | auth |
| 245 10 - TITLE STATEMENT | |
| Title | From Opinion Mining to Financial Argument Mining |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | Springer Nature |
| Date of publication, distribution, etc. | 2021 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 electronic resource (95 p.) |
| 506 0# - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Open Access |
| Source of term | star |
| Standardized terminology for access restriction | Unrestricted online access |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | Opinion mining is a prevalent research issue in many domains. In the financial domain, however, it is still in the early stages. Most of the researches on this topic only focus on the coarse-grained market sentiment analysis, i.e., 2-way classification for bullish/bearish. Thanks to the recent financial technology (FinTech) development, some interdisciplinary researchers start to involve in the in-depth analysis of investors' opinions. These works indicate the trend toward fine-grained opinion mining in the financial domain. When expressing opinions in finance, terms like bullish/bearish often spring to mind. However, the market sentiment of the financial instrument is just one type of opinion in the financial industry. Like other industries such as manufacturing and textiles, the financial industry also has a large number of products. Financial services are also a major business for many financial companies, especially in the context of the recent FinTech trend. For instance, many commercial banks focus on loans and credit cards. Although there are a variety of issues that could be explored in the financial domain, most researchers in the AI and NLP communities only focus on the market sentiment of the stock or foreign exchange. This open access book addresses several research issues that can broaden the research topics in the AI community. It also provides an overview of the status quo in fine-grained financial opinion mining to offer insights into the futures goals. For a better understanding of the past and the current research, it also discusses the components of financial opinions one-by-one with the related works and highlights some possible research avenues, providing a research agenda with both micro- and macro-views toward financial opinions. |
| 540 ## - TERMS GOVERNING USE AND REPRODUCTION NOTE | |
| Terms governing use and reproduction | Creative Commons |
| Use and reproduction rights | https://creativecommons.org/licenses/by/4.0/ |
| Source of term | cc |
| -- | https://creativecommons.org/licenses/by/4.0/ |
| 546 ## - LANGUAGE NOTE | |
| Language note | English |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Natural language & machine translation |
| Source of heading or term | bicssc |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining |
| Source of heading or term | bicssc |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Algorithms & data structures |
| Source of heading or term | bicssc |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Artificial intelligence |
| Source of heading or term | bicssc |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Information technology: general issues |
| Source of heading or term | bicssc |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Natural Language Processing (NLP) |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Data Mining and Knowledge Discovery |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Data Structures and Information Theory |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Artificial Intelligence |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computer Applications |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Data Science |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Computer and Information Systems Applications |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Open Access |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | financial opinion mining |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | text mining in finance |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | financial technology application |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | FinTech |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | argument mining in finance |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | opinion quality evaluation |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | numeral understanding |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Natural language & machine translation |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Data mining |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Expert systems / knowledge-based systems |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Algorithms & data structures |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Information theory |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Information technology: general issues |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Huang, Hen-Hsen |
| Relationship | auth |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Chen, Hsin-Hsi |
| Relationship | auth |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://library.oapen.org/bitstream/20.500.12657/49533/1/9789811628818.pdf">https://library.oapen.org/bitstream/20.500.12657/49533/1/9789811628818.pdf</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://library.oapen.org/bitstream/20.500.12657/49533/1/9789811628818.pdf">https://library.oapen.org/bitstream/20.500.12657/49533/1/9789811628818.pdf</a> |
| Access status | 0 |
| Public note | DOAB: download the publication |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Host name | www.oapen.org |
| Uniform Resource Identifier | <a href="https://directory.doabooks.org/handle/20.500.12854/70780">https://directory.doabooks.org/handle/20.500.12854/70780</a> |
| Access status | 0 |
| Public note | DOAB: description of the publication |
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