Public Service Platform Research Articles

Learning the spatial co-occurrence for browsing interests extraction of domain users on public map service platforms

ABSTRACT Public Map Service Platforms (PMSPs) provide embedded map services in domains such as forests and rivers. Users from different domains (Domain Users) prefer specific spatial features, and extracting the Browsing Interests of Domain Users (BIDUs) can help elucidate users’ access intentions and provide suitable recommendations. Previous research has found that access frequency of spatial features is an indicator of users’ browsing interests; however, high-frequency spatial features are sparsely distributed, resulting in inaccurate extraction of browsing interests. Our objective is to model the spatial co-occurrence of spatial features and employ BIDUs extraction to address this limitation. First, to extract spatial features in tiles, we proposed a k-nearest neighbor method for Point-of-Interest (POI) extraction and a template-based method for Land Uses/Land Covers extraction. Then, we developed the word2vec model to construct a POI semantic space to quantify spatial co-occurrence and employed multi-domain user classification to verify its effectiveness. Finally, a combined word2vec and singular value decomposition model is proposed to perform topic extraction as a representation of BIDUs. Compared with the baseline models, the proposed model integrates spatial co-occurrence from massive POIs to achieve high-accuracy BIDU extraction. Our findings can help construct domain user profiles and support the development of intelligent PMSPs.

Production, Use and Recycling of Fruit Cultivating Bags in China

Preharvest bagging is a key agricultural technology in the process of the growth and development of young fruits. It can effectively improve the appearance quality of fruits, reduce pesticide residues on the surface of fruits and prevent pests and birds from harming fruits. China is one of the world’s major fruit producers. It is also the country that uses the most fruit cultivating bags. At present, the fruit cultivating bags used in Chinese orchards are mostly paper. Ways to recycle and reuse the waste fruit cultivating bags should be paid attention to. Therefore, this paper comprehensively uses the methods of data analysis and literature research to summarize and analyze. The data mainly comes from the China Rural Statistical Yearbook, a national public service platform for standard information, China’s national knowledge internet and the web of science. The topics discussed include the current situation of fruit production in China, the overview of fruit bagging technology, the production and use of fruit cultivating bags and the recycling strategy of waste fruit cultivating bags. It is hoped that this study can provide some references to the development of fruit bagging technology and the resource reuse and recycling of waste fruit cultivating bags in China and the world in the future.

Privacy-based Approach to Personal Data Protection Policy on Online Public Service Platforms in Vietnam Today


 Expanding and moving towards online public service coverage is the basic criterion of digital government development in the National Digital Transformation program in Vietnam to 2025, with orientation to 2030. To provide online public services, the state needs to collect personal data of users. This poses a requirement to protect personal data, to avoid exposing personal data online. With a privacy-based approach, the article focuses on evaluating personal data protection policies on the basis of online public services in Vietnam today, thereby proposing ideas for policy development in the future.
 Keywords: Privacy, Personal data protection, Personal data protection policy, Public services, Online public services, Digital transformation

Artificial Intelligence-Based Recommendation and Application of Public Services in Smart Cities.

With the promotion and application of information technology, smart cities based on artificial intelligence have become the best choice for the government to solve urban problems, connect urban citizens, and provide quality public services. From the initial information city and digital city to the current smart city, the construction of smart cities has undergone profound changes with five major characteristics: big data, intelligence, innovation, interaction, and integration, and Internet giants have emerged in the field of public services in smart cities. Internet giants are emerging in the construction of public service platforms for smart cities, and traditional smart city construction enterprises are also expanding various forms of urban operation services through the form of “Internet+“. Nevertheless, there is still a gap between the quantity and quality of China's smart cities compared with developed countries, and there is a need to build a number of pilot smart cities characterized by the linkage of artificial intelligence technology and public services, easy to promote, and sustainable development. The smart city construction model with public services as the core has research value and has the possibility of becoming the mainstream development in the future. Therefore, exploring the organic combination of AI technology and urban public services is the key to answer whether AI technology can promote the improvement of urban public services.

Resource Cache Sharing System of Education Information Center Network Based on Internet of Things

The development of the internet of things has spawned new information concepts such as educational information sharing. Due to the openness of the internet of things, all kinds of mobile terminal devices can rely on the internet of things for data communication, information interaction, and resource sharing. Although the development of the internet of things has brought convenience to people’s lives, the internet of things is facing severe challenges in the fields of internal data sharing and cache sharing of educational information. The existing resource sharing systems do not fully consider the problems of privacy, shared data security, and data access control. This paper mainly studies the network integrated resource cache sharing system of the education information center based on internet of things. The data management system of the network education information center is developed on the basis of the school teaching management system and lifelong education public service platform, combined with the actual situation of student information. This paper combines the enrollment and information workflow of the student information management website, analyzes the problems existing in the current workflow, and then uses computer technology to standardize and transform the workflow, realize the information of the built-in resources in the data management, and solve the problems of data cache sharing and data statistics in the management of the education information center. The simulation results show that with the increase in the number of concurrent threads, the average response time of the edge cloud system deployed with two servers is smaller than that of the edge cloud system deployed with a single server, and the cloud system has good scalability.

Improvement of the Public Health Service Platform System Based on the Big Data-Driven System

At present, complex discrete dynamic systems are widely used in the field of medicine. The control system in the complex discrete dynamic model is gradually transformed into intelligent control. It has become the main research direction of researchers to improve the medical platform system by adding different modeling strategies. The traditional discrete modeling technology can only be used as the knowledge content of students' textbooks because it can no longer meet the needs of the development of human society. In order to improve the application of a discrete system in the public platform, this paper studies the improvement of the public health service platform system based on the complex discrete dynamic system. Firstly, a time-driven control strategy is proposed to study the output feedback control with random sampling in the platform. Then, the stability of random parameters and the addition of dynamic scheduling strategies are further studied. Compared with the traditional system, the optimized system greatly strengthens the data transmission problem of input and output channels. The results show that by improving the performance of the public health service platform system, the probability of problems in the process of data transmission is greatly reduced. After adding controllable and observable performance to the system, the stability of the whole system is further improved. The improved public health service platform system studied in this paper can store and transmit a large number of user data in the network environment, automatically maintaining the stability of the system and has a good social application value.

An Empirical Study on the High-Quality Development of “Specified, Refined, Characterized, and Innovative” Small- and Medium-Sized Enterprises under the Background of “Dual Circulation”: A Case Study of Wuxi City, Jiangsu Province

China attaches importance to the development of “specified, refined, characterized, innovative (SRCI)” small- and medium-sized enterprises (SMEs) under the background of the major strategic adjustment of the new pattern of “dual circulation.” This study studies the willingness and influencing factors of SMEs through questionnaire survey, interview, and data mining of 147 technology-based SMEs, 20 “SRCI” small giant enterprises, and 146 NEEQ-listed enterprises by descriptive statistics and inference statistics. To promote “SRCI” quality development of SMEs, the policy suggestions are guided to consummate the related industry, the established companies’ cultivation library are improved, the public service platform of SMEs is established and improved, enterprises are guided to enhance independent innovation ability by “patent” to strengthen the innovative service supportability, and SMEs are guided to strengthen the echelon construction of talent team with the standard of high-quality development. Suggestions on strengthening the support for the listing of high-quality enterprises can provide a reference for the management of decision-making and enterprise practice of government departments.

Information Resource Sharing Based on University Dance Big Data Management and Utilization System Design

With the expansion of college enrollment, the number of college students is increasing, and the amount of information to be dealt with in the information management of college students is increasing. In most colleges and universities, managing college student information is done artificially. In this context, how to effectively manage and utilize the dance big data of college students has important research value. Therefore, this article takes the development and realization of student dance under the public service platform system of colleges and universities as the subject and design the university dance big data management and utilization system based on information resource sharing. Due to the high mobility of college students, this work also carries out an information resource sharing strategy to establish the dance big data management and utilization system for universities; after the implementation of the student dance big data management service system, colleges and universities can provide more convenient transfer, management, query, and other services of student files.

An Empirical Study on the Construction Path of Sports Public Service Platform under the Background of “Internet +” by Fuzzy Computing

The Internet is the product of the rapid popularization of high technology. With the higher and higher configuration of computers, the functions are more and more complete, and the scope of coverage is more and more wide. With the continuous development and improvement of the Internet, computer network technology has been widely used in sports. Based on the background of “Internet +”, this paper builds the framework of Internet sports public service platform and uses websites, mobile apps, WeChat, and other platforms to build sports public service platform. Communication system is the most critical path of Internet construction. Based on the application path of sports public service communication system, the basic content of sports public service system is analysed. Through the research on the practicability of constructing the path, the results show that the Internet channels and media terminals passively receive the content released by the information subject so that the information can achieve the node transmission with high sharing and provide theoretical reference and practical guidance for the informatization development of sports public service.

A convivial-agonistic framework to theorise public service media platforms and their governing systems

This article addresses the need to find alternative ways to envision, develop and govern public service media’s (PSM) online services and data-driven systems. By critically discussing both opportunities and shortcomings of how European PSM organisations developed their online services and personalisation systems, we argue that in their own platformisation processes, PSM have partially lost their distinctiveness and have not been able to provide viable alternatives to the dominant audiovisual media platforms. Thus, building on Mouffe’s agonistic theory and Illich’s conviviality theory, this article proposes a theoretical framework to radically rethink the guiding principles and rationales driving public service platforms, in order to develop viable alternatives to the currently dominant models. By doing so, we envision the development of such services as convivial tools that are based on three principles, namely, symmetry of power (intended as hackability, openness and algorithmic conviviality), independence and environmental sustainability.

Design and Analysis of Nanchong Sports Public Service Information Platform Based on Multiobjective Optimization

Through the design and analysis of the Nanchong sports public service information platform, we can see that in order to improve the city’s sports public service, we should improve the sports public service according to the factors such as the amount of activities, funds, and promotion. In view of the multiobjective optimization of sports public service in Nanchong City, the century establishment and analysis of the information platform were carried out. Its information platform includes intelligent venues, information platforms, sports safety, and other topics so as to achieve the purpose of healthy sports and relaxed sports, improve Nanchong people’s sports interest and experience as a whole, and enhance satisfaction. In order to alleviate the financial difficulties, relevant departments can carry out public welfare activities to sponsor sports public services in Nanchong City. According to the investigation, 29.4% of the randomly asked citizens have high satisfaction, 32.3% have no experience, and 16.5% are dissatisfied, which shows once again that Nanchong people have low awareness of the sports public service platform. In order to realize the good development of sports public service in this city, we should comprehensively promote the development of sports public service and improve citizens’ awareness, experience, and satisfaction.

Government as a Platform? The Power of Platforms to Support Personalization of Public Services

Digital platforms, by their design, allow the coordination of multiple entities to achieve a common goal. In the public sector, different understandings of the platform concept prevail. To guide the development and further re-search a coherent understanding is required. To address this gap, we identify the constitutive elements of platforms in the public sector. Moreover, their potential to coordinate partially autonomous entities as typical for federal organized states is highlighted. This study contributes through a uniform understanding of public service platforms by providing a framework with constitutive elements, that may guide future analysis. Apart from chance regarding coordination, platforms are well suited to support contextual eGovernment targets. Among them is service personalization. Highly individualized service offerings support targets such as No Stop government. To this end, the paper extends the framework for service personalization in the public sector and exemplifies related aspects using a reference case.

Monitoring and Path Selection of Rural Public Service Environment Based on Data Mining Technology in the New Era.

The basic public service infrastructure in rural regions now has a lot of issues and flaws, which results in a low efficiency of basic public service delivery and substantially impedes the growth of the rural social economy and the enhancement of farmers' quality of life. Building a smart platform for monitoring the rural public service environment, realising the growth of rural areas, creating a new socialist countryside holistically, and ensuring the sustainable, stable, and healthy development of rural society are all of great strategic importance under the new circumstances. This essay explores ways to further encourage the development of rural public service platforms. In order to choose the best course of action for rural public services in the new era, this study studies the practical problem of rural public services and, using DM (Data Mining) technology, mines the user characteristics of public service platforms. The experimental findings demonstrate that the algorithm's accuracy is 94.38%. With the use of this technique, rural public services may efficiently mine user characteristics and offer specific technical support in the modern day. Decision-makers from all walks of life have an extraordinary desire for information concealed in huge amounts of data in the information age. The advantages of combining the two are becoming more widely recognised.

Research and development of public service platform for integrated circuit test

Integrated circuit (IC) test is a key technical part of IC chain, which works through the entire life cycle of IC design, manufacturing, packaging, and application. Based on the increasing requirements of IC test, this paper analyzes the breakthrough point to promote the development of IC test and puts forward an accurate and feasible programme of public test platform construction so as to achieve long-term sustainable development of IC industry.

Innovative Practice of Multimusic Performance Culture Education of Core Literacy in Multimedia Environment.

Under the framework of disciplinary knowledge integrating technology, the multimedia teaching application of music performance attracts a major opportunity for reflection and reconstruction. The purpose of this study is to explore the laws and experiences of music performance teachers' multimedia teaching applications under the framework of subject teaching knowledge integrating technology. Through the research to understand the classroom multimedia teaching application of music performance teachers, according to the research results, relevant strategies are put forward for the application of music performance teachers' classroom multimedia teaching, in order to effectively improve the classroom teaching effect of music performance teachers. This research mainly uses the classroom observation method and data statistical analysis method and takes 100 music video lessons of the National Educational Resources Public Service Platform as the survey object. A total of 100 teachers were observed and scored in the classroom through the compiled multimedia teaching observation table for music performance teachers, and then the data was analyzed to draw conclusions. The conclusions of this study are as follows: The multimedia application behaviors of the teachers of the excellent courses are different from those of the teachers of the daily classes. The two types of teachers have differences in the effectiveness of multimedia teaching application of music performance, and the scores of the practical application of information technology are uneven. The overall score of multimedia teaching applications of excellent course teachers is higher than that of daily course teachers, and the classroom teaching effect is better. In this regard, based on the observation and assessment of the effectiveness of multimedia teaching applications by two types of teachers, this paper puts forward some suggestions for music performance teachers to improve the effectiveness of multimedia teaching applications in classrooms from the aspect of teachers themselves and educational functions. It is hoped that it can provide some theoretical basis and practical materials for the personal and professional development of music performance teachers.

The Construction and Development of App Application Platform for Public Information Products of Urban Grand Media in the Context of Artificial Intelligence.

This paper conducts in-depth research and analysis on the construction of the public information product APP application platform of urban big media in the context of artificial intelligence and discusses its development. Based on the improvement of the SICAS model, a model of enterprise and user information interaction characteristics in the new media environment is constructed, and social network analysis and semantic analysis methods are used to research enterprise and user information interaction characteristics in the new media environment. The point degree centrality index is used to analyze forwarding and being forwarded behavior in information interaction, the intermediate centrality index is used to analyze following and being followed behavior, the proximity centrality index is used to analyze commenting and being commented behavior, the feature vector centrality index is used to analyze the cohesiveness of information interaction behavior, and the semantic keyword word is used to analyze the semantic keyword word in the research process. The results of the study show that the constructed model can analyze the information interaction behaviors of enterprises and users in the new media environment. The research results show that the constructed model can systematically analyze the information interaction characteristics, and the information interaction between enterprises and users in the new media environment is more timely, more effective, and more satisfying to users. The current situation of the construction of the public information platform and the problems existing in the construction are proposed to achieve the standardization of the construction of the public information platform in the context of smart city, the construction of the platform supervision system, and the strengthening of information security publicity and talent training. To offer a suitable platform and provide efficient solutions for the development of a public information service platform in the city, enhance the professional quality of research papers and dissertations, as well as the solutions' operability. More public services will be provided in a highly connected way across the boundaries between government, enterprises, society, and citizens and even form a public service market that accepts autonomous choices and becomes an important part of the digital economy, thus finding a good balance between economic development and social welfare.

Government as a platform: Intergovernmental participation for public services in the Russian Federation

Government as a Platform (GaaP) has been advocated in multiple countries, and most research has concentrated on collaboration at the national level. In the Russian Federation, universal participation of regional and municipal authorities on the public services platform Gosuslugi.ru. is a priority intended to address regional disparities as well as greater efficiency. Russia serves as a case study to explore the extent to which it possible to use platforms for intergovernmental management - to effectively integrate all regions on a single platform, despite wide differences in capabilities and needs. We examine the case of Gosuslugi.ru through the technology enactment framework (Fountain, 2001). While the literature on platforms emphasizes loose coordination or orchestration, the technology enactment framework suggests that in systems with a high degree of centralization, such as Russia, platforms will be more centralized and top-down. We show the problems a highly centralized approach creates for implementation in the context of wide disparities, but the modularity and adaptability of platforms may also allow for more decentralization through choice and varied levels of participation. An open question is whether such flexibility will be allowed going forward. The technology enactment framework has been used primarily to analyze microlevel behavior within organizations. Considering macro-level institutions such as federalism can enhance use of the technology enactment framework across countries, and this case may have implications for intergovernmental participation on platforms in other nations.

Research on BaaS-based tourism logistics cloud platform architecture in the perspective of territorial tourism

<p>On the basis of the analysis of the new tourism logistics mode in the perspective of the whole area tourism, it points out the change to the city The new requirements of the public operation and management service platform of tourism logistics in the city region are pointed out, and the necessity of building a cloud service architecture for urban tourism logistics is established. The necessity of constructing urban tourism logistics cloud service system architecture is established. The feasibility of applying blockchain technology to the construction of tourism logistics cloud service platform is also analyzed accordingly. At the same time, the framework model of hybrid cloud architecture of urban tourism logistics based on BaaS is proposed. </p>

Vehicle Path Planning with Multicloud Computation Services

With the development of artificial intelligence, public cloud service platforms have begun to provide common pretrained object recognition models for public use. In this study, a dynamic vehicle path-planning system is developed, which uses several general pretrained cloud models to detect obstacles and calculate the navigation area. The Euclidean distance and the inequality based on the detected marker box data are used for vehicle path planning. Experimental results show that the proposed method can effectively identify the driving area and plan a safe route. The proposed method integrates the bounding box information provided by multiple cloud object detection services to detect navigable areas and plan routes. The time required for cloud-based obstacle identification is 2 s per frame, and the time required for feasible area detection and action planning is 0.001 s per frame. In the experiments, the robot that uses the proposed navigation method can plan routes successfully.

On the high-quality development of “blockchain +” enabled smart tourism

<p>Promoting the integrated application of blockchain technology and smart tourism is conducive to improving the efficiency of smart tourism public service platform and guiding the innovation of tourism public service mode; It is conducive to cultivating the new connotation of smart tourism development and activating the new driving force of tourism development; It is conducive to cultivating new forms of tourism and providing new opportunities for the development and transformation of tourism. Many regions have laid out tourism and smart tourism as demonstration application fields for the deep integration of blockchain and real economy. Its basic orientation is to build blockchain tourism platform, establish multi-party consensus mechanism, build blockchain tourism credit management system, expand application fields and enrich application scenarios. In order to accelerate the high-quality development of tourism enabled by “blockchain + smart tourism”: Firstly, accelerate the research, formulation and introduction of relevant policy implementation plans; secondly, build a smart tourism ecological engineering system supported by blockchain technology; thirdly, try to build a blockchain tourism credit management system to solve the market pain points; fourthly, focus on promoting tourism consumption blockchain points to build a global tourism chain. </p>