Integrating Machine Translation with Human Translation in the Age of Artificial Intelligence: Challenges and Opportunities
Driven by the rise of new technologies such as big data, Internet of Things, and voice recognition, artificial intelligence has accelerated its progress in deep learning and human-machine collaboration. The advance in artificial intelligence has brought significant changes to the society. In the fie...
        Saved in:
      
    
          | Published in | Big Data Analytics for Cyber-Physical System in Smart City Vol. 1303; pp. 1397 - 1405 | 
|---|---|
| Main Authors | , | 
| Format | Book Chapter | 
| Language | English | 
| Published | 
        Singapore
          Springer
    
        2021
     Springer Singapore  | 
| Series | Advances in Intelligent Systems and Computing | 
| Subjects | |
| Online Access | Get full text | 
| ISBN | 9789813345737 981334573X  | 
| ISSN | 2194-5357 2194-5365  | 
| DOI | 10.1007/978-981-33-4572-0_202 | 
Cover
| Abstract | Driven by the rise of new technologies such as big data, Internet of Things, and voice recognition, artificial intelligence has accelerated its progress in deep learning and human-machine collaboration. The advance in artificial intelligence has brought significant changes to the society. In the field of translation, the rapid emergence of internet translation tools poses potential challenges to professional translators. Meanwhile, it also brings unprecedented opportunities to the industry. This paper first reviews and summarizes the development of machine translation in China. Then, it analyzes the potential impact of artificial intelligence on the translation industry, and the competition and complementarity between machine translation and human translation. At last, the paper discusses the integration of machine translation with human translation, and visualizes the future prospect of translation technology, hoping to give reference to translators and translation researchers. | 
    
|---|---|
| AbstractList | Driven by the rise of new technologies such as big data, Internet of Things, and voice recognition, artificial intelligence has accelerated its progress in deep learning and human-machine collaboration. The advance in artificial intelligence has brought significant changes to the society. In the field of translation, the rapid emergence of internet translation tools poses potential challenges to professional translators. Meanwhile, it also brings unprecedented opportunities to the industry. This paper first reviews and summarizes the development of machine translation in China. Then, it analyzes the potential impact of artificial intelligence on the translation industry, and the competition and complementarity between machine translation and human translation. At last, the paper discusses the integration of machine translation with human translation, and visualizes the future prospect of translation technology, hoping to give reference to translators and translation researchers. | 
    
| Author | Jiang, Kai Lu, Xi  | 
    
| Author_xml | – sequence: 1 givenname: Kai surname: Jiang fullname: Jiang, Kai – sequence: 2 givenname: Xi surname: Lu fullname: Lu, Xi email: lucy_luxi@163.com  | 
    
| BookMark | eNpVkN1qFTEURqNWsa3nEYS8wGj-k_HucFBbqPSmXodMZmcmOmbGJAfBpzdjRejN3rA-vg17XaGLtCZA6C0l7ygh-n2vTdcb2nHeCalZRywj7Bk6NN4w5zskz9Elo73oJFfyxZOM64v_mdSv0BVlzBAutKSv0aGUb4QQJhjptbxEv29ThSm7GtOEvzg_xwT4IbtUlsbWhH_FOuOb8w-XnuCYcJ0BHyfAa8DHXGOIProF7_eWJU6QPHzAp9ktC6QJCnZpxPfbtuZ6TrFGKG_Qy-CWAod_-xp9_fTx4XTT3d1_vj0d77qJEcE6F7iRgbGgzKiF64MapAnAuAfd-8GJIThvTPDt83EcqCFuGIwK0vVGjXrk14g_3i1bbl9CtsO6fi-WErvrtk2dbe4s53Y3a__qbi312Nry-vMMpVrYax5SzW7xs9sq5GKVYFpobZlqgwqu-B-LeIMP | 
    
| ContentType | Book Chapter | 
    
| Copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021 | 
    
| Copyright_xml | – notice: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2021 | 
    
| DBID | FFUUA | 
    
| DEWEY | 005.7 | 
    
| DOI | 10.1007/978-981-33-4572-0_202 | 
    
| DatabaseName | ProQuest Ebook Central - Book Chapters - Demo use only | 
    
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc | 
    
| Discipline | Computer Science Engineering  | 
    
| EISBN | 9789813345720 9813345721  | 
    
| EISSN | 2194-5365 | 
    
| Editor | Xu, Zheng Yen, Neil Atiquzzaman, Mohammed  | 
    
| Editor_xml | – sequence: 1 fullname: Yen, Neil – sequence: 2 fullname: Xu, Zheng – sequence: 3 fullname: Atiquzzaman, Mohammed  | 
    
| EndPage | 1405 | 
    
| ExternalDocumentID | EBC6427477_2677_1436 | 
    
| GroupedDBID | 38. AABBV AABLV ABNDO ACWLQ AEJLV AEKFX AELOD AIYYB ALMA_UNASSIGNED_HOLDINGS ARRAB BAHJK BBABE CZZ DBWEY FFUUA I4C IEZ OCUHQ ORHYB SBO TPJZQ Z5O Z7R Z7S Z7U Z7V Z7W Z7X Z7Y Z7Z Z81 Z82 Z83 Z84 Z85 Z87 Z88  | 
    
| ID | FETCH-LOGICAL-g2042-af385f22f68d74a9f6b58fe23ce79cba4bfac88fc573ddb180abb86f5a986d7d3 | 
    
| ISBN | 9789813345737 981334573X  | 
    
| ISSN | 2194-5357 | 
    
| IngestDate | Tue Jul 29 20:36:22 EDT 2025 Tue Oct 21 09:03:12 EDT 2025  | 
    
| IsPeerReviewed | false | 
    
| IsScholarly | true | 
    
| LCCallNum | Q342 | 
    
| Language | English | 
    
| LinkModel | OpenURL | 
    
| MergedId | FETCHMERGED-LOGICAL-g2042-af385f22f68d74a9f6b58fe23ce79cba4bfac88fc573ddb180abb86f5a986d7d3 | 
    
| OCLC | 1228034751 | 
    
| PQID | EBC6427477_2677_1436 | 
    
| PageCount | 9 | 
    
| ParticipantIDs | springer_books_10_1007_978_981_33_4572_0_202 proquest_ebookcentralchapters_6427477_2677_1436  | 
    
| PublicationCentury | 2000 | 
    
| PublicationDate | 2021-00-00 | 
    
| PublicationDateYYYYMMDD | 2021-01-01 | 
    
| PublicationDate_xml | – year: 2021 text: 2021-00-00  | 
    
| PublicationDecade | 2020 | 
    
| PublicationPlace | Singapore | 
    
| PublicationPlace_xml | – name: Singapore | 
    
| PublicationSeriesTitle | Advances in Intelligent Systems and Computing | 
    
| PublicationSeriesTitleAlternate | Advs in Intelligent Syst., Computing | 
    
| PublicationSubtitle | BDCPS 2020, 28-29 December 2020, Shanghai, China | 
    
| PublicationTitle | Big Data Analytics for Cyber-Physical System in Smart City | 
    
| PublicationYear | 2021 | 
    
| Publisher | Springer Springer Singapore  | 
    
| Publisher_xml | – name: Springer – name: Springer Singapore  | 
    
| RelatedPersons | Hagras, Hani Lin, Chin-Teng Kóczy, László T. Wang, Jun Bello Perez, Rafael Lu, Jie Pal, Nikhil R. Melin, Patricia Nguyen, Ngoc Thanh Kacprzyk, Janusz Kreinovich, Vladik Corchado, Emilio S. Nedjah, Nadia  | 
    
| RelatedPersons_xml | – sequence: 1 givenname: Janusz surname: Kacprzyk fullname: Kacprzyk, Janusz – sequence: 2 givenname: Nikhil R. surname: Pal fullname: Pal, Nikhil R. – sequence: 3 givenname: Rafael surname: Bello Perez fullname: Bello Perez, Rafael – sequence: 4 givenname: Emilio S. surname: Corchado fullname: Corchado, Emilio S. – sequence: 5 givenname: Hani surname: Hagras fullname: Hagras, Hani – sequence: 6 givenname: László T. surname: Kóczy fullname: Kóczy, László T. – sequence: 7 givenname: Vladik surname: Kreinovich fullname: Kreinovich, Vladik – sequence: 8 givenname: Chin-Teng surname: Lin fullname: Lin, Chin-Teng – sequence: 9 givenname: Jie surname: Lu fullname: Lu, Jie – sequence: 10 givenname: Patricia surname: Melin fullname: Melin, Patricia – sequence: 11 givenname: Nadia surname: Nedjah fullname: Nedjah, Nadia – sequence: 12 givenname: Ngoc Thanh orcidid: 0000-0002-3247-2948 surname: Nguyen fullname: Nguyen, Ngoc Thanh – sequence: 13 givenname: Jun surname: Wang fullname: Wang, Jun  | 
    
| SSID | ssj0002420975 ssj0002381522  | 
    
| Score | 2.006011 | 
    
| Snippet | Driven by the rise of new technologies such as big data, Internet of Things, and voice recognition, artificial intelligence has accelerated its progress in... | 
    
| SourceID | springer proquest  | 
    
| SourceType | Publisher | 
    
| StartPage | 1397 | 
    
| SubjectTerms | Artificial intelligence Human translation Machine translation Translation technology  | 
    
| Title | Integrating Machine Translation with Human Translation in the Age of Artificial Intelligence: Challenges and Opportunities | 
    
| URI | http://ebookcentral.proquest.com/lib/SITE_ID/reader.action?docID=6427477&ppg=1436 http://link.springer.com/10.1007/978-981-33-4572-0_202  | 
    
| Volume | 1303 | 
    
| hasFullText | 1 | 
    
| inHoldings | 1 | 
    
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3LbtQwFLWGIqTCAihUtDzkBbuSMonjxEZiMRoVlUIBqS2anWUnTpUFKZrJLNoP4ju5fuUxdFM21sSaxJHviX3v9fExQm9zKgnlREdZHusoLVMdwSQIUUpJlaK5YmVhEvqn37Lji_RkQReTyZ8Ba2ndqsPi5tZ9Jf9jVagDu5pdsnewbPdQqIDfYF8owcJQbji_4zSrW4KtL8FmrXS6IlZt2VAG59dKL6MfofudIrnJapz9ApQczOu2Z83UPln8RdYdMWdtKhb1EEqfvaSEySqcWvKldqLojkfncrluNWBY7RmUM5eWmC0tK8lpe_QyoCYjMQ8Huji96O-_TUywbqzWqxv1jBrz6uPM8RUsg7d_RhtU1-3N7pSKMB_7dEYSb6QzQjrz4MycCA7N6VHAyxnE1CnNnVCMGydhzE0jSpzO9aEe1mV0MDYbX3cwz0NkSW-dQ3raCLQWERJBe0k0FYnRLL2XMxhN78-OTr7-7HJ5xu2hXgbRXqfJlFuN5-7dnNZT__oP0HZ3sQg7y7zg8T_NjqKfjQV76wedP0GPzN4YbDatwPf4FE10s4Meh5NBsJ8odtDDgczlM3QzABD2AMIDpGADIGwBNKquGwwAwgAgfFXhHkB4CKAPuIcPBgTgEXyeo4tPR-fz48if-RFdJmanmKwIo1WSVBkr81TyKlOUVTohhc55oWSqKlkwVhXQb2WpYjaVSrGsopKzrMxLsou2mqtGv0BYlnKqecwK44JSmKmKnHMdT5VmFdOE76H3oVeFZSZ4OnTh-nAlIDSHYDsXSQYFxBXZHnoXOl-YG1YiiH6D2QSYTRAijNmENdv-3f7-Em33H8QrtNUu1_o1eLyteuMB9xdZoqZ0 | 
    
| linkProvider | Library Specific Holdings | 
    
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Abook&rft.genre=bookitem&rft.title=Big+Data+Analytics+for+Cyber-Physical+System+in+Smart+City&rft.au=Jiang%2C+Kai&rft.au=Lu%2C+Xi&rft.atitle=Integrating+Machine+Translation+with+Human+Translation+in+the+Age+of+Artificial+Intelligence%3A+Challenges+and+Opportunities&rft.series=Advances+in+Intelligent+Systems+and+Computing&rft.date=2021-01-01&rft.pub=Springer+Singapore&rft.isbn=9789813345737&rft.issn=2194-5357&rft.eissn=2194-5365&rft.spage=1397&rft.epage=1405&rft_id=info:doi/10.1007%2F978-981-33-4572-0_202 | 
    
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Febookcentral.proquest.com%2Fcovers%2F6427477-l.jpg |