Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00055
Qun Ma, Jun Bi, Qiu Sai, Ziyu Li
Checking baggage for passengers is an important part of the check-in process, which efficiency directly affects the duration when passengers stay in the airport. Predicting the amount of baggage and allocating human resources rationally can help improve the efficiency of airport operations. The amount distribution characteristics of the checked-baggage demand is analyzed based on the actual operating data of the airport in this study. A long-term prediction model based on the multiplicative seasonal model (SARIMA) is built to predict the baggage amount. Results show that the SARIMA model can describe the characteristics of time series, which has high prediction accuracy and strong robustness.
{"title":"Research on Prediction of Checked-baggage Departed from Airport Terminal Based on Time Series Analysis","authors":"Qun Ma, Jun Bi, Qiu Sai, Ziyu Li","doi":"10.1109/ICNISC54316.2021.00055","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00055","url":null,"abstract":"Checking baggage for passengers is an important part of the check-in process, which efficiency directly affects the duration when passengers stay in the airport. Predicting the amount of baggage and allocating human resources rationally can help improve the efficiency of airport operations. The amount distribution characteristics of the checked-baggage demand is analyzed based on the actual operating data of the airport in this study. A long-term prediction model based on the multiplicative seasonal model (SARIMA) is built to predict the baggage amount. Results show that the SARIMA model can describe the characteristics of time series, which has high prediction accuracy and strong robustness.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123685533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00067
Mengxin Song, Mei Feng, Hongping Miao
In petroleum industry, the expensive software license procurement costs have brought a heavy burden to enterprises. When purchasing the software license, the license management department usually forecasts the reservation, warning, purchase quantity and threshold setting of licenses according to experience and factor analysis method. Due to lack of data support and inaccurate forecast, the enterprises always buy insufficient or surplus quantities of license. In order to solve the above problems, and realize intelligent forecast for license needs, we proposed a method for forecasting the license using status based on ARIMA algorithm, and designed a license management system. Through numerical experiments, it is found that compared with the traditional forecast methods and models, due to the enhanced ability to extract random information, it is more suitable for non-stationary license occupancy sequence forecast in most cases, and the forecast is much more accurate as well.
{"title":"Petroleum Software License Usage Forecast Based On ARIMA Algorithm","authors":"Mengxin Song, Mei Feng, Hongping Miao","doi":"10.1109/ICNISC54316.2021.00067","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00067","url":null,"abstract":"In petroleum industry, the expensive software license procurement costs have brought a heavy burden to enterprises. When purchasing the software license, the license management department usually forecasts the reservation, warning, purchase quantity and threshold setting of licenses according to experience and factor analysis method. Due to lack of data support and inaccurate forecast, the enterprises always buy insufficient or surplus quantities of license. In order to solve the above problems, and realize intelligent forecast for license needs, we proposed a method for forecasting the license using status based on ARIMA algorithm, and designed a license management system. Through numerical experiments, it is found that compared with the traditional forecast methods and models, due to the enhanced ability to extract random information, it is more suitable for non-stationary license occupancy sequence forecast in most cases, and the forecast is much more accurate as well.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125990533","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00072
K. E. El Moutaouakil, M. Cheggour, S. Chellak, H. Baïzri
In this work, we propose a well-balanced diet basing on very simple quadratic optimization model which controls the lack of favorable nutrients, the excess of unfavorable nutrients, and which minimizes the total glycemic load of the diet. To solve the proposed mathematical model, we call well-known metaheuristic methods: genetic algorithm, firly algorithm, particle swarm algorithm, stochastic fractal search, and moth swarm algorithm with specific operators. The parameters of these algorithms are experimentally chosen. These algorithms have been tested on 176 foods available on the Moroccan market. Firly has shown its superiority over other methods in its ability to quickly design a well-balanced diet with an acceptable glycemic load.
{"title":"Metaheuristics Optimization Algorithm to an Optimal Moroccan Diet","authors":"K. E. El Moutaouakil, M. Cheggour, S. Chellak, H. Baïzri","doi":"10.1109/ICNISC54316.2021.00072","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00072","url":null,"abstract":"In this work, we propose a well-balanced diet basing on very simple quadratic optimization model which controls the lack of favorable nutrients, the excess of unfavorable nutrients, and which minimizes the total glycemic load of the diet. To solve the proposed mathematical model, we call well-known metaheuristic methods: genetic algorithm, firly algorithm, particle swarm algorithm, stochastic fractal search, and moth swarm algorithm with specific operators. The parameters of these algorithms are experimentally chosen. These algorithms have been tested on 176 foods available on the Moroccan market. Firly has shown its superiority over other methods in its ability to quickly design a well-balanced diet with an acceptable glycemic load.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124729479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00085
Wenjie Liu, S. Xie
In this paper we prove the existence of mild solutions for semi-linear measure driven equations with infinite delay in Banach spaces. We first establish some conclusions about measure of noncompactness and the phase space of axiomatic system. Then we obtain some existence results by using the fixed point theorem. Some restrictive conditions on a priori estimation and compact semigroup are avoided. The results obtained here improve and generalize many know results. An example is given to illustrate our main results.
{"title":"Existence of Mild Solutions for Semi-Linear Measure Driven Equations With Infinite Delay","authors":"Wenjie Liu, S. Xie","doi":"10.1109/ICNISC54316.2021.00085","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00085","url":null,"abstract":"In this paper we prove the existence of mild solutions for semi-linear measure driven equations with infinite delay in Banach spaces. We first establish some conclusions about measure of noncompactness and the phase space of axiomatic system. Then we obtain some existence results by using the fixed point theorem. Some restrictive conditions on a priori estimation and compact semigroup are avoided. The results obtained here improve and generalize many know results. An example is given to illustrate our main results.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129778080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00058
Xiaohuan Wu, J. Qi, Huanqiang Zhong, Zhongwei Zhao
In the power system of the urban platform, due to the dense urban population, the real-time monitoring and early warning power distribution cabinet system is of great significance to the safety of urban residents and reducing property losses. Therefore, combined with the dense distribution of urban electrical equipment, we designed a brand-new Internet of Things monitoring system that accurately locates the location of each power distribution cabinet in the city. Through the MQTT protocol, it realizes the data transmission between the microcontroller, server and database. On the web side, we use the current mainstream front-end vue. js and back-end SpringBoot framework. Display data in the form of 2D (echarts) and 3D (unity). The data is updated more timely, the display is more diverse, and the readability becomes stronger. Finally, we evaluated the practicability of the system in combination with the specific use situation. When the temperature and humidity reach a critical value, the system will send an early warning signal to the monitor to achieve the final effect.
{"title":"Intelligent Power Distribution Visual Monitoring System","authors":"Xiaohuan Wu, J. Qi, Huanqiang Zhong, Zhongwei Zhao","doi":"10.1109/ICNISC54316.2021.00058","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00058","url":null,"abstract":"In the power system of the urban platform, due to the dense urban population, the real-time monitoring and early warning power distribution cabinet system is of great significance to the safety of urban residents and reducing property losses. Therefore, combined with the dense distribution of urban electrical equipment, we designed a brand-new Internet of Things monitoring system that accurately locates the location of each power distribution cabinet in the city. Through the MQTT protocol, it realizes the data transmission between the microcontroller, server and database. On the web side, we use the current mainstream front-end vue. js and back-end SpringBoot framework. Display data in the form of 2D (echarts) and 3D (unity). The data is updated more timely, the display is more diverse, and the readability becomes stronger. Finally, we evaluated the practicability of the system in combination with the specific use situation. When the temperature and humidity reach a critical value, the system will send an early warning signal to the monitor to achieve the final effect.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128384109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00021
Fei Wang, Hui Chen, Wei Wang, Shiwei Zhang
The rapid development of Internet technology in the world today has brought earth-shaking changes to people's daily life, and has also promoted the reform of the traditional teaching mode of colleges and universities. In order to adapt to the rapid development of the times, teaching under the Internet thinking Reform is imminent. This article systematically studies the teaching reform of colleges and universities through the use of user thinking, concise thinking, extreme thinking, iterative thinking, flow thinking, social thinking, big data thinking, and platform thinking in Internet thinking. Use value of teaching reform results.
{"title":"Research on the Reform of Teaching Mode in Higher Education Institutions Based on Internet Thinking","authors":"Fei Wang, Hui Chen, Wei Wang, Shiwei Zhang","doi":"10.1109/ICNISC54316.2021.00021","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00021","url":null,"abstract":"The rapid development of Internet technology in the world today has brought earth-shaking changes to people's daily life, and has also promoted the reform of the traditional teaching mode of colleges and universities. In order to adapt to the rapid development of the times, teaching under the Internet thinking Reform is imminent. This article systematically studies the teaching reform of colleges and universities through the use of user thinking, concise thinking, extreme thinking, iterative thinking, flow thinking, social thinking, big data thinking, and platform thinking in Internet thinking. Use value of teaching reform results.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128392518","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00179
Jin Zou, Xu Fu, Chi Gong, Yi Shi
With the diversified development of face recognition application, face recognition technology plays an increasingly important role in people's daily life. However, due to the excessive use of face recognition, individual privacy violations and data leakage incidents have begun to emerge, raising concerns that the development of artificial intelligence such as face recognition has its side effects. It seems to be a contradictory condition that a host of people not only desire to enjoy the convenience of technology upgrading, but also want better privacy protection. This paper starts with the application of face recognition in different subjects, analyzes the harm caused by the overuse of face recognition technology through different cases, and finally puts forward corresponding policy suggestions based on the current protection methods of biological information data in different countries.
{"title":"Is Face Recognition Being Abused?–A Case Study from the Perspective of Personal Privacy","authors":"Jin Zou, Xu Fu, Chi Gong, Yi Shi","doi":"10.1109/ICNISC54316.2021.00179","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00179","url":null,"abstract":"With the diversified development of face recognition application, face recognition technology plays an increasingly important role in people's daily life. However, due to the excessive use of face recognition, individual privacy violations and data leakage incidents have begun to emerge, raising concerns that the development of artificial intelligence such as face recognition has its side effects. It seems to be a contradictory condition that a host of people not only desire to enjoy the convenience of technology upgrading, but also want better privacy protection. This paper starts with the application of face recognition in different subjects, analyzes the harm caused by the overuse of face recognition technology through different cases, and finally puts forward corresponding policy suggestions based on the current protection methods of biological information data in different countries.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"159 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128930469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00185
Lei Kuang
In today's information age of big data, the amount of translation is growing rapidly, and the traditional manual translation can not meet the needs of this large number of translation. With the development of science and technology, the emergence of computer-aided translation technology is just an effective solution to this problem. The scientific and reasonable application of computer-aided translation technology in the process of translation practice can greatly improve the efficiency of translation, ensure the quality of translation, and obtain the expected translation effect.
{"title":"Practical Research on Computer Aided Translation","authors":"Lei Kuang","doi":"10.1109/ICNISC54316.2021.00185","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00185","url":null,"abstract":"In today's information age of big data, the amount of translation is growing rapidly, and the traditional manual translation can not meet the needs of this large number of translation. With the development of science and technology, the emergence of computer-aided translation technology is just an effective solution to this problem. The scientific and reasonable application of computer-aided translation technology in the process of translation practice can greatly improve the efficiency of translation, ensure the quality of translation, and obtain the expected translation effect.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"5 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122546251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00036
Xiliang Ma, Ruiqing Mao
The kinematics model and trajectory tracking dynamic error model of crawler rescue robot were established, and the double sliding mode control law for tracking position and attitude of crawler rescue robot was designed based on sliding mode variable structure control technology and global asymptotic stability theory, also the problem of buffeting reduction is considered. In addition, the stability of the whole trajectory tracking control system was analysed, and the validity of the double sliding mode control law for trajectory tracking was verified by simulation. The outdoor experiment results further show that the trajectory tracking control method for the crawler rescue robot proposed in this paper is effective and can meet the requirements of the actual operation of the rescue robot.
{"title":"Trajectory Tracking Technology for Crawler Rescue Robot","authors":"Xiliang Ma, Ruiqing Mao","doi":"10.1109/ICNISC54316.2021.00036","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00036","url":null,"abstract":"The kinematics model and trajectory tracking dynamic error model of crawler rescue robot were established, and the double sliding mode control law for tracking position and attitude of crawler rescue robot was designed based on sliding mode variable structure control technology and global asymptotic stability theory, also the problem of buffeting reduction is considered. In addition, the stability of the whole trajectory tracking control system was analysed, and the validity of the double sliding mode control law for trajectory tracking was verified by simulation. The outdoor experiment results further show that the trajectory tracking control method for the crawler rescue robot proposed in this paper is effective and can meet the requirements of the actual operation of the rescue robot.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"225 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114061980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-07-01DOI: 10.1109/ICNISC54316.2021.00075
Haifeng Tang, Qiuyu Hu, Qin Hu, Aohua Fan, Xiaoguang Chen, Y. Liu
Tyrosinase, which is closely related to blacking fruit and vegetable, larva development and abnormal deposition of melanin inside human skin, distribute broadly in cells of animal, plant and microorganism. Harmless inhibitors of tyrosinase can be used for lengthening storing time of fruits and vegetables, resisting insects in agriculture and cuing stain. Exploration of common pharmacophores of tyrosinase inhibitors provides ways to understand the inhibitory mechanism and design safe inhibitors. In this study, structure-based features based on MM-PBSA method and binding free energy computation were combined with molecular features to setup a descriptive relationship between tyrosinase inhibitory active and molecular structure for 46 diverse ligands. Monte Carlo and random Forest algorithms were used to build regression model for multiple variable and case. Explicit models using Monte Carlo provided 0.66, and implicit models using Random Forest afforded 0.92 for Pearson correlation coefficients (R2). By analyzing the common structure of 46 inhibitors, we found that the hydroxyl in ring B of flavonoid could binding to active site of tyrosinase directly and exhibit strong inhibitory active. Other structure similar with flavonoid could inhibit tyrosinase as well. The inhibitors including 2,4-dihydroxyphenol group at one end of molecular structure show up strongest inhibitory force.
{"title":"Insight into the Inhibitory Activities of Diverse Ligands for Tyrosinase Using Molecular and Structure-based Features","authors":"Haifeng Tang, Qiuyu Hu, Qin Hu, Aohua Fan, Xiaoguang Chen, Y. Liu","doi":"10.1109/ICNISC54316.2021.00075","DOIUrl":"https://doi.org/10.1109/ICNISC54316.2021.00075","url":null,"abstract":"Tyrosinase, which is closely related to blacking fruit and vegetable, larva development and abnormal deposition of melanin inside human skin, distribute broadly in cells of animal, plant and microorganism. Harmless inhibitors of tyrosinase can be used for lengthening storing time of fruits and vegetables, resisting insects in agriculture and cuing stain. Exploration of common pharmacophores of tyrosinase inhibitors provides ways to understand the inhibitory mechanism and design safe inhibitors. In this study, structure-based features based on MM-PBSA method and binding free energy computation were combined with molecular features to setup a descriptive relationship between tyrosinase inhibitory active and molecular structure for 46 diverse ligands. Monte Carlo and random Forest algorithms were used to build regression model for multiple variable and case. Explicit models using Monte Carlo provided 0.66, and implicit models using Random Forest afforded 0.92 for Pearson correlation coefficients (R2). By analyzing the common structure of 46 inhibitors, we found that the hydroxyl in ring B of flavonoid could binding to active site of tyrosinase directly and exhibit strong inhibitory active. Other structure similar with flavonoid could inhibit tyrosinase as well. The inhibitors including 2,4-dihydroxyphenol group at one end of molecular structure show up strongest inhibitory force.","PeriodicalId":396802,"journal":{"name":"2021 7th Annual International Conference on Network and Information Systems for Computers (ICNISC)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114141298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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