Social network is the mainstream medium of current information dissemination,and it is particularly important to accurately predict its propagation law.In this paper,we introduce a social network propagation model int...Social network is the mainstream medium of current information dissemination,and it is particularly important to accurately predict its propagation law.In this paper,we introduce a social network propagation model integrating multiple linear regression and infectious disease model.Firstly,we proposed the features that affect social network communication from three dimensions.Then,we predicted the node influence via multiple linear regression.Lastly,we used the node influence as the state transition of the infectious disease model to predict the trend of information dissemination in social networks.The experimental results on a real social network dataset showed that the prediction results of the model are consistent with the actual information dissemination trends.展开更多
相较于传统的人工标记、喷墨标记、电脑刻字标记等对产品进行唯一性标记的方式,激光标记具有速率快、加工精度高、热影响区小且经济实惠的特点,从而具有较大的实用价值。而在激光标记过程中,工艺参数选择不当容易造成标记不清晰,难以识...相较于传统的人工标记、喷墨标记、电脑刻字标记等对产品进行唯一性标记的方式,激光标记具有速率快、加工精度高、热影响区小且经济实惠的特点,从而具有较大的实用价值。而在激光标记过程中,工艺参数选择不当容易造成标记不清晰,难以识别的问题。文中通过数值模拟与试验研究激光工艺参数与烧蚀特征尺寸之间的关系,结论如下:激光功率、激光频率及脉冲宽度与烧蚀深度、宽度成正比,然而激光功率、频率过大,会产生难以消除的多余物,在实际应用中推荐使用激光功率60 W、脉冲频率40 k Hz、脉冲宽度500 ns作为激光标记参数。展开更多
基金This work was supported by the 2021 Project of the“14th Five-Year Plan”of Shaanxi Education Science“Research on the Application of Educational Data Mining in Applied Undergraduate Teaching-Taking the Course of‘Computer Application Technology’as an Example”(SGH21Y0403)the Teaching Reform and Research Projects for Practical Teaching in 2022“Research on Practical Teaching of Applied Undergraduate Projects Based on‘Combination of Courses and Certificates”-Taking Computer Application Technology Courses as an Example”(SJJG02012)the 11th batch of Teaching Reform Research Project of Xi’an Jiaotong University City College“Project-Driven Cultivation and Research on Information Literacy of Applied Undergraduate Students in the Information Times-Taking Computer Application Technology Course Teaching as an Example”(111001).
文摘Social network is the mainstream medium of current information dissemination,and it is particularly important to accurately predict its propagation law.In this paper,we introduce a social network propagation model integrating multiple linear regression and infectious disease model.Firstly,we proposed the features that affect social network communication from three dimensions.Then,we predicted the node influence via multiple linear regression.Lastly,we used the node influence as the state transition of the infectious disease model to predict the trend of information dissemination in social networks.The experimental results on a real social network dataset showed that the prediction results of the model are consistent with the actual information dissemination trends.
文摘相较于传统的人工标记、喷墨标记、电脑刻字标记等对产品进行唯一性标记的方式,激光标记具有速率快、加工精度高、热影响区小且经济实惠的特点,从而具有较大的实用价值。而在激光标记过程中,工艺参数选择不当容易造成标记不清晰,难以识别的问题。文中通过数值模拟与试验研究激光工艺参数与烧蚀特征尺寸之间的关系,结论如下:激光功率、激光频率及脉冲宽度与烧蚀深度、宽度成正比,然而激光功率、频率过大,会产生难以消除的多余物,在实际应用中推荐使用激光功率60 W、脉冲频率40 k Hz、脉冲宽度500 ns作为激光标记参数。
