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  • 1
    Online Resource
    Online Resource
    Hindawi Limited ; 2022
    In:  Mobile Information Systems Vol. 2022 ( 2022-7-7), p. 1-9
    In: Mobile Information Systems, Hindawi Limited, Vol. 2022 ( 2022-7-7), p. 1-9
    Abstract: The keyword detection of Japanese speech in streaming media has a certain effect on our study of Japanese information and a certain promotion effect on Japanese teaching. Currently, there is a problem of stability in the detection model of Japanese speech keywords. In order to improve the detection effect of Japanese speech keywords in streaming media, based on SVM, this study constructed a detection model of Japanese speech keywords in streaming media based on support vector machine. Moreover, this study analyzes the problem of SVM probability output and the comprehensive problem of SVM confidence, etc. In addition, by comparing the effect of confidence synthesis with the arithmetic average method, we found that the confidence obtained by SVM can obtain a higher recognition rate under the same rejection rate and improve the overall performance of the system. Finally, this study uses the difference comparison test to analyze the performance of the model proposed in this study. The research results show that the algorithm proposed in this paper has good performance and can be used as a follow-up system algorithm.
    Type of Medium: Online Resource
    ISSN: 1875-905X , 1574-017X
    RVK:
    Language: English
    Publisher: Hindawi Limited
    Publication Date: 2022
    detail.hit.zdb_id: 2187808-0
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  • 2
    Online Resource
    Online Resource
    Institute for Operations Research and the Management Sciences (INFORMS) ; 2023
    In:  Management Science Vol. 69, No. 9 ( 2023-09), p. 5174-5188
    In: Management Science, Institute for Operations Research and the Management Sciences (INFORMS), Vol. 69, No. 9 ( 2023-09), p. 5174-5188
    Abstract: We show that superstitions—beliefs without scientific grounding—impact the investment and risk-taking of Chinese firms. We focus on widely held beliefs in bad luck during one’s “zodiac year,” which occurs on a 12-year cycle around a person’s birth year, to study superstitions and risk taking. We first show a direct correspondence between zodiac year and risk taking via survey data: respondents are two percentage points more likely to favor no-risk investments if queried during their zodiac year. Turning to corporate decision making, we find that return volatility declines in the chairman’s zodiac year, suggesting a reduction in risk taking overall. Focusing on specific types of risk taking, investment in R & D and corporate acquisitions both decline during the chairman’s zodiac year; returns around acquisition announcements are also lower, suggesting real allocative consequences of zodiac year beliefs. This paper was accepted by Gustavo Manso, finance. Funding: W. Huang thanks the Major Project of National Social Science Foundation of China [Grant 17ZDA090] and the “National Program for Special Support of Eminent Professions” for financial support. Y. Pan thanks the National Natural Science Foundation of China [Grant 71790601] for financial support. Y. Wang thanks the National Natural Science Foundation of China [Grant 72172090] for financial support. Supplemental Material: The online appendix and data are available at https://doi.org/10.1287/mnsc.2022.4594 .
    Type of Medium: Online Resource
    ISSN: 0025-1909 , 1526-5501
    RVK:
    Language: English
    Publisher: Institute for Operations Research and the Management Sciences (INFORMS)
    Publication Date: 2023
    detail.hit.zdb_id: 206345-1
    detail.hit.zdb_id: 2023019-9
    SSG: 3,2
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  • 3
    Online Resource
    Online Resource
    Wiley ; 2023
    In:  The World Economy Vol. 46, No. 1 ( 2023-01), p. 236-255
    In: The World Economy, Wiley, Vol. 46, No. 1 ( 2023-01), p. 236-255
    Abstract: This paper studies welfare gains from trade in a tractable model with a nonhomothetic preference over product quality. We show that the welfare changes due to trade shocks are unequal across consumers and derive a parsimonious formula to measure these welfare changes as in Arkolakis et al. (2012, American Economic Review , 102, 94–130). We find that the welfare changes are larger for consumers with lower income. Moreover, this paper shows that the welfare implications are different between a change in (iceberg‐type) variable trade cost and a change in tariff when tariff revenue matters. More importantly, we show that the difference varies across consumers with different income levels.
    Type of Medium: Online Resource
    ISSN: 0378-5920 , 1467-9701
    URL: Issue
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    RVK:
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    Language: English
    Publisher: Wiley
    Publication Date: 2023
    detail.hit.zdb_id: 132896-7
    detail.hit.zdb_id: 1473825-9
    detail.hit.zdb_id: 1285850-X
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