Requirements Of People Research Articles

Movie information AI question answering system based on knowledge graph

Knowledge is essential for understanding. The ongoing explosion of information highlights the need for electronic texts that allow machines to better understand human language. The explosion of information in various fields has greatly changed our lives. Among them, the information explosion of the film is particularly prominent. Nowadays, people's requirements for high quality of spiritual life are increasing, and people's demand for movies is also increasing. With the extensive coverage of the Internet, the amount of movie-related information is also increasing, so how to design and build a question-and-answer system about movies is more and more urgent and important. At the same time, the original intention of the knowledge graph is to express various entities, concepts that exist objectively in the real world, and various relationships between them. It can better understand the abstract components in the language, and better to confirm the information through the interaction of the ambiguous parts of the language. In addition, the upgrade of deep learning natural language processing technology allows us to better understand and analyse language. In view of the above advantages, the movie question answering system in this paper is constructed based on the knowledge graph and uses natural language processing technology.

Comparing supervised and unsupervised learning in image denoising

Recent studies on unsupervised learning have attracted people's increasing attention. In particular, Deep learning has developed rapidly in recent years. With the development of media images, people's demand for image noise reduction is increasing, and the requirements are becoming more and more strict. The traditional methods used for image noise reduction are far from meeting people's requirements, and people are eager to find a more efficient image noise reduction technology. In recent years, the technology of using a convolutional neural network for image noise reduction has become more and more skilled. This paper explores the reliability of image noise reduction technology using a convolutional neural network as an autoencoder, and whether good performance is maintained without using clean images. The article aims to compare the performance with supervised learning and unsupervised learning by deep learning in image denoising.

Innovations in Architectural Design, Materials, and Constructability

Because of the rapid development of social economy and urbanization, people's quality of life has been significantly improved, while people's requirements for housing construction. The requirements of space and environment are also increasing. To effectively meet people's needs, it is necessary to dig deeper into the functions of buildings, increase innovation, promote the integration of architecture and structure, and increase the development growth and to contribute a high level of construction building design. This paper discusses the application of structural design innovation in architectural design, discusses architectural structure design principles, and discusses design innovation countermeasures from the level of integration of architecture and structure in order to promote the further development of the construction industry.

Technical framework of energy-saving construction management of intelligent building based on computer vision algorithm

At present, China's urbanization transformation is accelerating, the construction industry is developing rapidly, and people's requirements for buildings are also increasing, which leads to the increasing energy consumption. Therefore, energy-saving construction in the construction industry is imminent. During the actual life cycle of a building project, including planning, design, construction and later operation and maintenance, energy consumption will be generated in the above processes. Based on this background, this research realized the design of intelligent building management and information system for energy conservation projects by introducing computer vision algorithm. The system is integrated with laws and regulations, economic benefits, technical steps, quality management, cost management, schedule management and other modules. The design process is relatively complex. Therefore, this work adopts modern computer vision algorithm technology and uses relevant tools to collect, store, and analyze a large amount of information in each stage of energy-saving project management process and realize information management from project approval, design, drawing review, and construction to acceptance. Finally, this paper builds system interface layer, system function layer, and database support layer. The system measurement shows that the building energy consumption can be predicted easily, accurately and stably by inputting the energy consumption data collected by each part of the target building. The system realizes the combination of qualitative and quantitative research on energy conservation regulation and improves the informatization level of China's energy conservation research and construction. This paper designs a kind of intelligent building energy-saving management system by studying computer vision algorithm.

Concrete Analysis and Research Investigation of Doctor-patient Relationship under Evolutionary Game Model

With the progress and development of society, people's requirements for medical care are improving, and the tension and conflict of doctor-patient relationship has become a popular topic of public opinion in the whole society. Therefore, this paper starts from information asymmetry, trust crisis, moral hazard and other directions, and uses the evolutionary game model to specifically explore the doctor-patient relationship. The research results show that there is a balance and imbalance of cooperation and conflict between doctors and patients, and the factors that determine this include service attitude, welfare system, supervision by relevant departments, communication problems between doctors and patients, and social factors. Among them, the government should increase the supervision of hospitals, and the communication between doctors and patients should be strengthened to effectively ease the tension between doctors and patients, thereby reducing the social burden. This article will focus on discussing the causes of the doctor-patient conflict and how to alleviate the tense doctor-patient conflict and create a good medical environment as a member of society.

P‐4.2: An Image Pre‐distortion Algorithm for Near‐eye Display

With the development of near-eye display technology, optical distortion is often introduced into the design of near-eye optical system to meet people's requirements for high definition and large field of view. However, the larger the field of view, the greater the distortion of the projected image. In order to correct distorted images, this paper proposes an image pre-distortion algorithm based on nonlinear fitting and forward mapping interpolation. The radial basis function fitting algorithm is used to get a more precise mapping relationship between the original image and the pre-distorted image. The compactly supported radial basis function (CSRBF) interpolation algorithm based on forward mapping is used for image gray reconstruction to obtain better correction effect of image distortion. The experimental results show that the fitting error of the radial basis function fitting algorithm can be reduced to less than 1 pixel, reaching sub-pixel level. The pre-distortion algorithm has a good correction effect on the non-rotational symmetry distortion produced by the near-eye optical system, which makes the display image clear and complete.

The Research of Different Algorithms on Path Planning

The evolution of modern existence is inextricably linked to path planning. Road transportation, urban road planning, and travel plans for people's travel requirements must all be carried out and assured on the basis of effective route planning implementation. However, the path planning algorithms are not ideal. This work brings together three contemporary popular algorithms: classical algorithms, graphics algorithms, and bionics algorithms. The article presents and evaluates their functions, as well as summarizes the benefits and drawbacks of each method. Following that, the experimental data from each algorithm is gathered and compared. The performance difference between different types of methods is analyzed. The collected results are integrated with the prior analysis to form a summary. Finally, the paper summarizes and looks forward to the full text.

Food safety and food security through predictive microbiology tools: a short review

This article discusses the issues of food safety and food security as a matter of global health. Foodborne illness and deaths caused by pathogens in food continue to be a worldwide problem, with a reported 600 million cases per year, leading to around 420,000 deaths in 2010. Predictive microbiology can play a crucial role in ensuring safe food through mathematical modelling to estimate microbial growth and behaviour. Food security is described as the social and economical means of accessing safe and nutritious food that meets people's dietary preferences and requirements for an active and healthy life. The article also examines various factors that influence food security, including economic, environmental, technological, and geopolitical challenges globally. The concept of food safety is described as a science-based process or action that prevents food from containing substances that could harm human health. Food safety receives limited attention from policymakers and consumers in low- and middle-income countries, where food safety issues are most prevalent. The article also highlights the importance of detecting contaminants and pathogens in food to prevent foodborne illnesses and reduce food waste. Food and Agriculture Organization (FAO), an institution belonging to World Health Organization (WHO) presented calls to action to solve some of the emerging problems in food safety, as it should be a concern of all people to be involved in the pursue of safer food. The guarantee of safe food pertaining to microbiological contamination, as there are different types of active microorganisms in foods, could be obtained using predictive microbiology tools, which study and analyse different microorganisms' behaviour through mathematical models. Studies published by several authors show the application of primary, secondary, or tertiary models of predictive microbiology used for different food products.

Contrasting visual forms in the design practice of old Chinese architecture

The main source of design of this paper is due to the city's old Chinese buildings are surrounded as specimens, but most of these old Chinese buildings are still usable state, although some functions cannot meet the needs of current users and visual needs, and not protected in the general Chinese old buildings, in the growing mature urban development, their future do not know where to go. This paper can inject new "life force" into old Chinese buildings, how to inject new "life force" to think, apply visual form comparison design to transform the façade of Chinese old buildings. to retain some of the characteristics of Chinese old buildings, living in the new era features, with the original old building and the user's aesthetic visual form transformation to replace the blind demolition of large-scale construction, to achieve The Chinese old buildings face a new effect, to meet people's social requirements, Extend the life of old Chinese buildings.

Application and Development of Antibacterial Wood-Based Panels in Composite Flooring

The floor is indispensable for people's normal daily lives, and the floor is also the object with the highest contact rate in life. With the rapid development of the panel customized home industry, in addition to environmental protection, people have increasingly high requirements for the safety of the materials used. It is necessary to meet the needs of people for floors with the concepts of cleaning, sterilization and health, and to apply antibacterial technology reasonably and efficiently to the floors required for daily life. In modern life, the floor is an important basic component. The existing materials, whether in color or texture, show a variety of aspects, which can achieve a close combination of functionality and artistry, and promote the increase of floor consumption. With the development of society and economy, people's requirements for indoor health are transferring from the safety and environmental protection of raw materials to the height of antibacterial. The trend of applying antibacterial technology on the floor has been formed after the antibacterial technology has been realized in the fields of floor, household appliances, and daily necessities. The floor with antibacterial function not only contains all the characteristics of the traditional floor, but also has the health function of inhibiting and killing the growth and reproduction of harmful bacteria. Antibacterial flooring will have huge potential demand and broad development prospects in the future. The prosperity of the flooring market has also promoted a significant increase in wood consumption. This study discusses the development trend of wood-based panels in antibacterial properties and their applications in flooring. Some suggestions are also provided.

Sustainable development of plant leasing

With the continuous development of the whole society, people's material and spiritual life gradually improved. At the same time, people's requirements for their own survival and living environment are constantly improving. How to create a livable indoor environment, but also to meet the needs of future generations, is an important mission of green sustainable development. As one of the long-term strategies to maintain human life, survival and development, the concept of sustainable development provides a macroscopic theoretical guidance for controlling environmental deterioration and maintaining ecological balance, and also puts forward new requirements for landscape space. Sustainable design is the inevitable trend of landscape innovation.

During the "14th Five-Year Plan" Period, On Promoting the Construction of Ecological Hui Tea Under the Theory of Circular Economy and Helping Rural Revitalization

With the improvement of people's living standards and health requirements, green, healthy and high-quality beverages are people's highest requirements. Tea as a beverage requires ecological development in terms of planting, processing, packaging and sales. Combined with the emphasis on rural revitalization during the "14th Five-Year Plan" period, the application of circular economy to the development of the tea industry is the general trend of the development direction of the tea industry. Huoshan County is located in the west of Anhui Province, rich in tea, but still faces poverty problems, which has typical research significance. This paper predicts China's tea sales in recent years through the gray correlation prediction model, analyzes the development status and scale of the tea industry in recent years, and then combines the actual situation of Huoshan County and links with the circular economy, so as to provide some suggestions for promoting the construction of tea economy and the construction of ecological Huoshan tea in Huoshan County, relying on the tea industry to drive tea villages to get rid of poverty and become rich.

Vehicle Information Acquisition and Communication System Based on Multi-Satellite Fusion, CAN Bus and GPS

This paper proposes a GPS and GPRS-based multifunctional vehicle terminal design scheme, which uses an embedded platform based on S3C2440 (bit 23 microprocessor of ARM920T core) and operating system, expands GPS navigation module and GPRS module, video surveillance The module integrates the CAN bus interface to realize vehicle navigation, wireless Internet access, CAN bus communication, and video monitoring functions, and fully meets people's requirements for car safety, convenience and comfort. The GPRS navigation module selects the JP13 receiver, and completes the related hardware circuit design. The navigation system adopts navigation software design based on the eSuperMap platform, which can realize electronic map display and operation, satellite positioning information display, path analysis, navigation and other functions.

Research on the Communication Advantages of China's First Funny Experimental Reality TV Show "Have Fun"

Since China's reform and opening up, entertainment culture and media technology have developed continuously, and variety shows in Chinese Mainland have also sprung up. However, due to the change of national policies and people's higher quality requirements for entertainment activities, China's variety shows are also facing many challenges. Zhejiang satellite TV is one of the most famous satellite TV in Chinese Mainland, and its variety shows have been widely known in China with high ratings and popular audience popularity, since 2008, Zhejiang satellite TV has launched a number of well-known and high-quality variety shows since it established the banner "China Blue" was an important watershed. "Have Fun" is the first funny experimental reality show in China launched by Zhejiang satellite TV in 2021. The communication advantages of this program are reflected in many aspects, but so far there is not much research literature on this program. This paper mainly uses the observation method to study and analyze the communication advantages of Have Fun from all aspects and extracts the reference significance of the program for reference.

Laminated MXene Foam/Cellulose@LDH Composite Membrane with Efficient EMI Shielding Property for Asymmetric Personal Thermal Management.

Facing the increasingly complex and deteriorated environment, people's thermal comfort and health requirements are expanding. Therefore, wearable materials with integrated functions have progressed rapidly due to the fair compatibility for various functions and precise regulation. In this work, a laminated MXene foam/cellulose@LDH composite membrane was fabricated via a facile process consisting of in situ growth, vacuum filtration, and foaming for asymmetrical personal thermal management and electromagnetic interference shielding. In detail, the Zn-Al LDH side shows a high solar reflectance of 0.89 and an infrared emissivity of 0.97 in the atmospheric window, demonstrating the superior radiative cooling property. In contrast, the outstanding radiative warming performance is revealed by the high solar absorption (0.72) and infrared reflectivity (0.55) of the MXene foam. As a result, prominent temperature differences were achieved during the validation test. Compared to the control group, an 18 °C reduction of the Zn-Al LDH side and a 9.6 °C increment of the MXene foam side were observed, bringing out the excellent optical properties and radiative thermal management performances. What is more, due to the outstanding electrical conductivity of MXene, a rapid and prominent temperature rise to 44.2 °C could be expected by applying a low voltage of 1 V to provide active joule warmth. In addition, hydrophobization and the associated stain resistance were explained by the high water contact angles of obtained membranes. The excellent electromagnetic interference shielding performance (43.9 dB) given by the introduction of MXene provides a prospective candidate to replace the common shielding materials. The results, in general, provide a promising strategy for meeting the updating requirements for comfortable living in a world full of potential thermal and health threats.

Exploration of microbial profile of traditional starters and its influence on aroma profile and quality of Chinese steamed bread.

Chinese steamed bread (CSB) is a popular staple food in China with traditional ethnic characteristics. CSB with traditional starters has good flavor and texture but is unstable and requires a long preparation time. Therefore, it is necessary to analyze the traditional starters (ST) and their influence on the flavor and quality of steamed bread to meet people's requirements as a staple food. The count of yeast, lactic acid bacteria and total microbial population significantly varied in different traditional starters; Saccharomyces and Lactobacillus were the predominant genera. Among the tested samples, fungi were found in ST from Shijiazhuang (SJ), Handan (HD) and Langfang (LF), while bacteria were found in ST from Tangshan (TS) and SJ at sub-predominant levels. In terms of the bread quality, the highest specific volume and porosity were in XT-CSB (Xingtai); the highest height/diameter ratio was in SJ-CSB; and the highest sensory score was in TS-CSB. A total of 26 aroma compounds (VIP > 1; variable importance for predictive components) were identified to discriminate CSB fermented with different starters, which were separated by stepwise canonical discriminant analysis using two functions. The correlation analysis among microbiota, aroma compounds and bread quality showed a higher contribution of bacteria than of fungi. Differences in microbial profiles caused different aroma profiles and quality of CSB; and the CSB fermented with traditional starters were sufficiently separated by stepwise canonical discriminant analysis based on aroma compounds. © 2023 Society of Chemical Industry.

Statistical analysis on job satisfaction of academic staff at college of natural science in jimma university, Ethiopia: A cross-sectional study

Job satisfaction is an attitude that is the outcome of balancing and summarizing of numerous individual likes and dislikes that an employee experiences while performing his or her job. People's wants and requirements are always changing and rising in modern society; when these needs are not met, people get unhappy. The purpose of this study was to assess the level of job satisfaction among academic staff members at Jimma University College of Natural Science. A crosssectional study design was used in this research. The subjects who were involved in the study were 280 academic staff members in College of Natural Science. The study used both descriptive and inferential statistics method of data analysis, which means from descriptive statistics frequency table, cross tab, and from inferential statistics chi-square test of association and Ordinary Logistic Regression have been used. Most of the academic staff members are moderately satisfied with their job, P-value=0.000 indicates there is enough evidence to reject the null hypothesis at α=5% level of significance. Then there is a association between employees, ages and job satisfaction and P-value=0.000 indicates there is relationship between the level of job satisfaction and relationship of employees who work in college of Natural science. Mean level of job satisfaction of the employees depends on the relationships of academic staff members. Age, relationship with workers, work environment, education level, and monthly salary shows relationship with the level of job satisfaction. Academic staff members are not very satisfied with their job due to monthly salary, employment, scarcity of time, and educational level.

Research on Architectural Design Innovation from a Low Carbon Perspective

With the improvement of living standards, people's requirements for residential functions are also increasing, that is, residential buildings should not only provide a safe and comfortable living environment for people, but also meet the low-carbon and energy-saving requirements of construction projects. Based on this, the article elaborates on the advantages of architectural design under the low-carbon concept, introduces the current development status of architectural design under the low-carbon concept, and proposes optimization strategies for architectural design under the low-carbon concept. It is necessary to use low-carbon environmental protection energy and building materials, optimize the surrounding environment of buildings, and fully utilize renewable energy, aiming to make strong contributions to the construction of ecological environment in China.

Research on the Impact of Consumer Preference on the Profit of Catering Enterprises

In recent years, with the increasing improvement of the living standards, people's requirements for catering become higher and higher, which has also led to an increasing number of factors affecting the profit of catering enterprises. However, the choice of consumers plays a dominant role. Meanwhile, Sichuan came top of the revenue of the catering industry in China. Therefore, taking Sichuan cuisine as the research object, this article understands the customer’s consumption preferences by conducting the questionnaires, applies SPSS to the correlation analysis on the survey results, gets the hang of the impact of customer’s consumption preferences on the customer flow or profit of catering enterprises, and proposes the research prospects. In addition, it is hoped to provide some reference for other enterprises in the same industry.

Research on Performance Appraisal Method of Private Colleges and Universities Based on Personnel Incentive

With the development of society, people's requirements for education are constantly improving, so private colleges and universities have also achieved rapid development, playing an important role in China's higher education. However, compared to public universities, public universities implement a unified national enrollment and fee collection system, while private universities implement independent enrollment and fee collection systems, making talent selection somewhat difficult. Therefore, reasonable improvement and establishment of scientific and effective performance evaluation methods have become the key to improving teaching quality and enhancing the enthusiasm of teachers. This article will combine the current situation and existing problems of performance appraisal in private colleges and universities in China, and propose a performance appraisal method based on personnel motivation, which can effectively improve the teaching quality and employee enthusiasm of private colleges and universities.