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“人工智能社会学”论纲:人工智能时代的社会学诠释 被引量:5
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作者 萧子扬 《大数据时代》 2019年第1期28-33,共6页
人工智能社会学作为人工智能时代的社会学诠释,具有重要的时代性价值和现实性意义。它属于社会学的一个分支学科,是应用社会学的一般原理、基本方法、研究路径和学科范式对人工智能时代的人类行为与社会关系进行分析、研究,重点探讨和... 人工智能社会学作为人工智能时代的社会学诠释,具有重要的时代性价值和现实性意义。它属于社会学的一个分支学科,是应用社会学的一般原理、基本方法、研究路径和学科范式对人工智能时代的人类行为与社会关系进行分析、研究,重点探讨和解决人工智能时代的社会性问题。因此,本文旨在探讨"人工智能社会学何以可能"这一议题,重点就人工智能社会学的时代背景、研究对象、学科定位、学科特点、理论来源、核心范畴和基本内容等内容进行一个尝试性探讨。 展开更多
关键词 人工智能 人工智能社会学 学科定位 理论视角 学科框架
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Structure-guided engineering of transcriptional activator XYR1 for inducer-free production of lignocellulolytic enzymes in Trichoderma reesei
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作者 Qinqin Zhao Zezheng Yang +7 位作者 ziyang xiao Zheng Zhang Jing Xing Huiqi Liang Liwei Gao Jian Zhao Yinbo Qu Guodong Liu 《Synthetic and Systems Biotechnology》 SCIE CSCD 2023年第4期732-740,共9页
The filamentous fungus Trichoderma reesei is widely used for the production of lignocellulolytic enzymes in industry.XYR1 is the major transcriptional activator of cellulases and hemicellulases in T.reesei.However,rat... The filamentous fungus Trichoderma reesei is widely used for the production of lignocellulolytic enzymes in industry.XYR1 is the major transcriptional activator of cellulases and hemicellulases in T.reesei.However,rational engineering of XYR1 for improved lignocellulolytic enzymes production has been limited by the lack of structure information.Here,alanine 873 was identified as a new potential target for the engineering of XYR1 based on its structure predicted by AlphaFold2.The mutation of this residue to tyrosine enabled significantly enhanced production of xylanolytic enzymes in the medium with cellulose as the carbon source.Moreover,xylanase and cellulase production increased by 56.7-and 3.3-fold,respectively,when glucose was used as the sole carbon source.Under both conditions,the improvements of lignocellulolytic enzyme production were higher than those in the previously reported V821F mutant.With the enriched hemicellulases and cellulases,the crude enzymes secreted by the A873Y mutant strain produced 51%more glucose and 52%more xylose from pretreated corn stover than those of the parent strain.The results provide a novel strategy for engineering the lignocellulolytic enzyme-producing capacity of T.reesei,and would be helpful for understanding the molecular mechanisms of XYR1 regulation. 展开更多
关键词 Xylanase Cellulase Trichoderma reesei Transcription factor Genome editing
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