An Overview of Financial Technology Innovation

被引:0
作者
Chen, Chung-Chi [1 ]
Huang, Hen-Hsen [2 ]
Takamura, Hiroya [1 ]
Chen, Hsin-Hsi [3 ]
机构
[1] Natl Inst Adv Ind Sci & Technol, Artificial Intelligence Res Ctr, Tokyo, Japan
[2] Acad Sinica, Inst Informat Sci, Taipei, Taiwan
[3] Natl Taiwan Univ, Dept Comp Sci & Informat Engn, Taipei, Taiwan
来源
COMPANION PROCEEDINGS OF THE WEB CONFERENCE 2022, WWW 2022 COMPANION | 2022年
关键词
Financial technology; natural language processing; web intelligence;
D O I
10.1145/3487553.3524868
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we provide an overview of financial technology (FinTech) innovation based on our experience of organizing multiple FinTech-related events since 2018, including the FinNLP workshop series, FinWeb workshop series, and FinNum shared task series. These event series aim to provide a forum for blending the research of FinTech and artificial intelligence (AI), and further accelerating the development in the FinTech domain. We hope that with the researchers' sharing in these events, the challenging problems will be identified, and the future research direction will be shaped. Both the development of the technology and the trend of the focused topics in the past four years are discussed in this paper. We also propose a research agenda with the plan of our FinTech-related events.
引用
收藏
页码:572 / 575
页数:4
相关论文
共 37 条
  • [1] Hierarchical Model for Goal Guided Summarization of Annual Financial Reports
    Agrawal, Yash
    Anand, Vivek
    Arunachalam, S.
    Varma, Vasudeva
    [J]. WEB CONFERENCE 2021: COMPANION OF THE WORLD WIDE WEB CONFERENCE (WWW 2021), 2021, : 247 - 254
  • [2] Why and How Investors Use ESG Information: Evidence from a Global Survey
    Amel-Zadeh, Amir
    Serafeim, George
    [J]. FINANCIAL ANALYSTS JOURNAL, 2018, 74 (03) : 87 - 103
  • [3] Non-GAAP reporting: Evidence from academia and current practice
    Black, Dirk E.
    Christensen, Theodore E.
    Ciesielski, Jack T.
    Whipple, Benjamin C.
    [J]. JOURNAL OF BUSINESS FINANCE & ACCOUNTING, 2018, 45 (3-4) : 259 - 294
  • [4] Chen C.C., 2021, From Opinion Mining to Financial Argument Mining
  • [5] Distilling Numeral Information for Volatility Forecasting
    Chen, Chung-Chi
    Huang, Hen-Hsen
    Huang, Yu-Lieh
    Chen, Hsin-Hsi
    [J]. PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, CIKM 2021, 2021, : 2920 - 2924
  • [6] Evaluating the Rationales of Amateur Investors
    Chen, Chung-Chi
    Huang, Hen-Hsen
    Chen, Hsin-Hsi
    [J]. PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE 2021 (WWW 2021), 2021, : 3987 - 3998
  • [7] NumClaim: Investor's Fine-grained Claim Detection
    Chen, Chung-Chi
    Huang, Hen-Hsen
    Chen, Hsin-Hsi
    [J]. CIKM '20: PROCEEDINGS OF THE 29TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT, 2020, : 1973 - 1976
  • [8] Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting
    Chen, Chung-Chi
    Huang, Hen-Hsen
    Shiue, Yow-Ting
    Chen, Hsin-Hsi
    [J]. 2018 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2018), 2018, : 136 - 143
  • [9] Chen Hao-Yuan., 2019, P 1 WORKSHOP FINANCI, P93
  • [10] Daudert T., 2019, P 1 WORKSHOP FINANCI, P21