Open Service Platform Research Articles

Slope stability prediction based on GSOEM-SV: A mobile application practicably deploy in engineering verification

Slope stability evaluation is a complex and uncertain system problem, and carrying out slope stability prediction is the prerequisite and foundation for slope disaster prevention. In order to achieve fast and accurate prediction of slope stability, this paper considers height, total slope angle, unit weight, cohesion, internal friction angle, and pore water pressure ratio as input features and proposes an intelligent slope stability prediction method based on grid search optimization ensemble learning model by soft voting (GSOEM-SV). First, 390 sets of on-site data were collected to form a dataset, and analyses including correlation coefficients, density estimates, and box lines were carried out. Then, the grid search optimization algorithm is used to optimize the hyperparameters of five algorithms—Gradient Boosting Decision Trees, Light Gradient Boosting Machine, Categorical Boosting, Support Vector Machine, and Random Forest, and integrates them through soft voting. Furthermore, this paper optimizes the hyperparameters of the above five algorithms based on grid search, particle swarm and simulated annealing algorithms, builds 15 improved models and 2 ensemble models and conducts comparison. The results reveal that the GSOEM-SV has the highest slope stability prediction accuracy, up to 91 %, the area under the curve (AUC) is 0.950, and its F1 score 0.917, which are better than the 15 improved and 2 integrated models. In addition, a set of slope stability prediction app based on uni-app is developed in the paper. It provides a technical foundation and an open and shareable information service platform for slope hazard prediction in geotechnical engineering.

How to Achieve Swift Resilience: the Role of Digital Innovation Enabled Mindfulness.

Contributed to by the prevalence of digital technology, various cases of new ventures achieve resilience quickly despite experiencing hardship. Growing attention has been devoted to mindfulness—being alert and acting swiftly—to explain recovery. Scholars have primarily focused on mindful resource preparation pre-crisis. Nevertheless, how to mindfully organize resources as a crisis occurs remains under-explored. Based on an inductive study of a ride-sharing vehicle venture, which rapidly became an open service platform during the COVID-19 pandemic in China, we develop a framework termed “swift resilience” to understand how new ventures mindfully organize resources, driven by digital innovation. In particular, we critically trace three mechanisms—“data-driven stretching,” “collective sharing,” and “rapid pivoting”—and develop a process model to understand how new ventures build swift resilience. Our emerging findings shed light on the scholarship of organizational resilience, mindfulness, and digital entrepreneurship, and provide guidance to managers on achieving resilience quickly.

FOLIO and Smart Libraries: Meeting the future needs of Chinese Libraries

The vision and concept of FOLIO have gained the attention and expectation from libraries. Its open and flexible service platform provides an approach to the realization of the Smart Libraries in the future. On the basis of summarising the needs of Smart Libraries in China, the paper expounds the architecture and ideas of providing smart services based on FOLIO. By analyzing the problems and challenges in the implementation and localization of FOLIO in China, the author points out that the“Chinese Alliance for Library Service Platform”(also called YunHan Alliance) should play a very important role in running the Chinese FOLIO community. It should steward the direction of the community, carry out the minimum open source software application suite, cultivate an open platform ecology, so as to support the new business models for the prosperity of Chinese libraries in the future.

Application and Strengthening Strategies of Network Resources in the Construction of Teaching Platform

Colleges and universities are at the forefront of popularizing and applying information technology, so it is necessary and responsible to create abundant teaching and learning resources, so as to provide a platform for teachers to carry out diversified teaching and students to carry out autonomous learning. In accelerating the process of educational informationzation, we should strengthen the development and application of high-quality educational resources, strengthen the construction of network teaching resources system, establish an open and flexible public service platform for educational resources, and promote the popularization and sharing of high-quality educational resources. In teaching, students should establish information concept, enhance information awareness, integrate, explore and apply computer professional knowledge with other courses, and effectively improve their information technology literacy and operational application ability. When using network resources, teachers need to search and download resources repeatedly with the help of search engines. In order to improve the availability of existing resources and integrate and share the scattered teaching resources, this paper proposes the development of the sharing information platform of network teaching resources in Colleges and universities.

Generation of collaborative open source library services platforms: FOLIO case study

This study aims to open source library services platforms, especially Folio platform; therefore, it seeks to identify the new generation of open source library service platforms, relying on the case study methodology to examine and analyze everything related to the emergence and development of the Folio platform, as well as studied of technical and functional characteristics. Due of importance of these new generations of automated systems, because of the acceleration of development and the short period of time between them. The study concluded that the Folio platform is still in its first start, which resulted in many things, including: the limited implementation in the world, followed by the lack of clarity of the image in case that it was applied in the Arab environment, and despite all that the platform was characterized by its many the functional and technical features and capabilities are unique form other library service platforms. This study also recommended that it is necessary to go towards participation in the Folio platform as a fertile field for investment in it by specialized companies and even professional societies and federations to contribute in development in order to have an active role in the field of developing automated systems globally as an influential field in the librarienship, especially the open source products.

Controlling the operation of the intelligent generator and energy translator integrated from space and planetary objects as the elements of a power plants in space (in orbit)

The author analyzes problems of using artificial intelligence based of monitoring systems and management, as well as the opportunities of operating performance parameters of networks transporting energy resources within a quasi-integrated electric power super-system of the gigawatt level, the space part of which consists of distributed satellite formations as quasi-integrated segments of orbital power stations. In this case, you must consider the increasing presence of intelligent control devices (e.g., cyber-physical device conversion and switching energy, intelligent management system, open service platform, etc.). The author offers to predict the dynamic characteristics of the integrated quasi-integrated electric power super-system when analyzing the interrelations of metastable states in the processes of obtaining energy from objects of space power generation in the microwave, laser or other mode and converting it into electric power by ground installations.

Establishment of Open Service Platform Information System under the Background of Big Data

Based on the practical experience of establishing laboratory management information system, this paper discusses the reform of management information system under the background of big data. By analysing the requirements of laboratory management system, the model of information system is designed, and eight modules are realized, including open experiment, portal site, material management module, system maintenance, laboratory management, personnel management, equipment management and safety examination. Reservation management information system is built with Django framework of Python language and managed with MySQL database. The system realizes the digital management of the experimental reservation information, and improves the management level and work efficiency of the open service platform. The data generated by the information system is data mining by using WEKA software, data visualization is formed, and abnormal data are found and processed in time.

Use Big Data + Internet Thinking to Solve the Problem of Data Governance

Nowadays, with the development of cloud computing, Internet of things and mobile Internet, big data is exerting a huge influence on the global economy and society. The era of big data has brought new challenges to social governance, requiring us to grasp the characteristics of social governance in the era of big data, change the research methods of social governance, and meet the needs of social governance in the era of big data. Government affairs open service platform to integrate distributed and heterogeneous system of information resources, eliminate the “information island” phenomenon, through the open service platform, service background, e-government service management platform, monitoring platform four subsystems to achieve between different institutions, different application system and database based on the different transmission protocol of data exchange, information sharing and business collaboration, thus to provide good data to support the government and the enterprise information construction environment.

A new customization model for enterprises based on improved framework of customer to business: A case study in automobile industry

With the continuous improvement of living standards, customers are gradually pursuing products which are individualization, entertainment, and scene. The production model of the enterprise has changed from the traditional inventory model to the manufacturing model driven by the customer orders. By analyzing the evolution process of customer to business, we get the overall framework of customer to business based on customer platform-connecting manufactory platform-connecting service. A case study in the automotive industry is introduced, which takes customer to business as the implementation of enterprise strategy. The detailed implementation process is discussed from the four aspects of open and networked demand for personalized customer (C), open and networked manufacturing (M), open and networked service (S), open and networked collaborative platform (P). The objective of this article is to provide general references for enterprises to change from traditional business-to-customer model to open and interconnected customization model by combining the improved customer-to-business framework and its application in automotive industry. The framework we put forward has achieved good results in related customer-to-business projects we participated in. The research results of this article can be used as a reference for enterprises to design, set, and carry out the model of customer to business.

Open access full-text databases in Asian countries

Open access promotion methods are generally divided into the ‘gold road’ and the ‘green road.’ Asian countries most commonly focus on the gold road while others focus on the green road. According to data from the Directory of Open Access Journal and the Directory of Open Access Repositories, Indonesia has the largest number of open access journals in the world, while Japan has the third largest number of institutional repositories. In contrast, in Korea, the extensible markup language services of the original text of journal articles are more popular than other Asian countries. In this article, the current status of open access in Asian countries is investigated, and typical open access journal service platforms in Asian countries are reviewed.

A Prototype Virtual Network Embedding System using OpenStack

Network virtualization enables us to make efficient use of resources in a physical network by embedding multiple virtual networks in the physical network. In this paper, we develop a prototype of a virtual network embedding system. Our system consists of OpenStack, which is an open source cloud service platform, and shell scripts. Because OpenStack does not provide a quality of service control function, we realize bandwidth reservation for virtual links by making use of the ingress policing function of Open vSwitch, which is a virtual switch used in OpenStack. The shell scripts in our system automatically construct the required virtual network on the physical network using the OpenStack command-line interface, and they reserve bandwidth for virtual links using the Open vSwitch command. Experimental evaluation confirms that our system constructs the requested virtual network and appropriately allocates node and link resources to it.

Open Service Platforms for the Smart Car

Open Service Platforms for the Smart Car

A continuous playing scheme on RESTful web service

Currently, the paradigm shift in our computing is dramatically moving from PC to mobile devices and many new services are emerging based on the development of broadband network and hardware technologies such as Cloud computing and Web of things. Especially, the popularity of smart devices has increased the demand for sharing multimedia contents at anywhere and on any of user devices with seamless display. In this paper, we introduce a prototype implementation of contents sharing service working on different devices with seamless connectivity. The purpose is that the proposed system allows users to share their media contents and play them continuously regardless of the situation of switching from one device to another. For example, N-screen services allow users to manage their active sessions among multiple devices having different capabilities and architectures. The system implemented has the basic sharing configuration of three devices: PC, Smartphone, and Tablets, and utilize an Open Service Platform based on RESTful Web Services. The prototype was successfully implemented and its performance was simulated with sample 3D videos with different file sizes to estimate load latencies while switching from one device to another. The result shows the feasibility of contents sharing system based on RESTful Web Services with low latency on Smartphone.

Design of a Golf Swing Injury Detection and Evaluation open service platform with Ontology-oriented clustering case-based reasoning mechanism.

Nowadays, people can easily use a smartphone to get wanted information and requested services. Hence, this study designs and proposes a Golf Swing Injury Detection and Evaluation open service platform with Ontology-oritened clustering case-based reasoning mechanism, which is called GoSIDE, based on Arduino and Open Service Gateway initative (OSGi). GoSIDE is a three-tier architecture, which is composed of Mobile Users, Application Servers and a Cloud-based Digital Convergence Server. A mobile user is with a smartphone and Kinect sensors to detect the user's Golf swing actions and to interact with iDTV. An application server is with Intelligent Golf Swing Posture Analysis Model (iGoSPAM) to check a user's Golf swing actions and to alter this user when he is with error actions. Cloud-based Digital Convergence Server is with Ontology-oriented Clustering Case-based Reasoning (CBR) for Quality of Experiences (OCC4QoE), which is designed to provide QoE services by QoE-based Ontology strategies, rules and events for this user. Furthermore, GoSIDE will automatically trigger OCC4QoE and deliver popular rules for a new user. Experiment results illustrate that GoSIDE can provide appropriate detections for Golfers. Finally, GoSIDE can be a reference model for researchers and engineers.

오픈 소스 하드웨어 기반의 IoT 게이트웨이 개발

The era of IoT in which all objects are intelligent and are connected to the Internet has been started. In order to establish and activate an IoT eco system, open services platform is very important. In this paper, we developed a gateway that utilize the Raspberry Pi which is open source hardware for IoT open service platform. The gateway supports a variety of wireless interface and equipped with MQTT, a standard messaging protocol for IoT. To confirm main function of developed gateway, we built a IoT test bed and verified normal operation of our gateway.

K-MORE: Design of a Kinect Motion Oriented iRobotics Environment

Internet and cloud-based robot services have been attractive and developed. Nowadays, how to enhance the controllability of intelligent robots is an important issue for researchers. This study designs a Kinect Motion Oriented Intelligent-Robot Environment, which is called K-MORE. K-MORE is designed for easily controlling intelligent robots, which is composed of Sensing-based Interactive Robot (SIR) service platform and Cloud Environment. K-MORE is based on open service platforms, including Arduinos, Google Android, and Google App Engine (GAE). Robots not only can be controlled by a smartphone but also can be triggered by events via GAE or Ontology Case-based Reasoning (OCBR). Furthermore, users can use a smartphone to control robots. K-MORE is well-integrated with users, intelligent robots, sensors and the cloud environment. Finally, K-MORE can be an inference model for researchers when developing a robotics-based open service platform in the future.

Target Cost Incentive Model of Logistics Platform Based on Computer Evaluation System

Open logistics service platform based on computer evaluation system integrates the information resource of various logistics subsystem, utilizes analysis and evaluation function of information system to provide the best specific logistics solution for customer within the platform. In addition, the platform also updates the all the information by computer system in the logistic process and provides a appraise System in order to make the customer much easier to choose a better logistics servicer. This paper analyzed the open logistics service platforms functions and characteristics and established the target cost incentive model.

SNS를 IoT 플랫폼으로 이용한 도시농장 관리시스템 개발

IoT is emerging topic of the post-smartphone era. But IoT service is actually not easy but due to the absence of the open standard IoT service platform. In this study, We propose and implement IoT services platform using commercial SNS platform like Tweet, Facebook or YouTube. we implement the intelligent control system of the urban farm using our IoT services platform as an example. Our system can save an additional server deployment and management cost using open SNS platform like Tweet or Facebook or Youtube. In addition, there are needs to develop App. for the smartphone because we can take advantage of the user interface which is developed by global enterprises.

From eParticipation to mobile participation: Designing a service platform and business model for mobile participation

In an attempt to bring citizens closer to governments, electronic participation is increasingly receiving attention. Despite technological advances regarding smartphones and mobile Internet, mobile extensions to eParticipation solutions are still largely lacking. In this paper, we describe the design of a generic service platform that enables citizens to report incidents and interact with government agencies while on the move. Our service platform utilizes state-of-the-art mobile technologies, georeferencing and wiki concepts. The open and flexible service platform can be used by various government agencies to develop a range of service concepts in an efficient manner. Using a business model approach, we identify critical technological, organizational and financial design issues that government agencies need to deal with before implementing the proposed service platform. Most crucial questions are which agency should govern the service platform, how open the platform should be for other government agencies and how investments should be divided. The paper illustrates how to move from eParticipation to mobile participation, but also how a business model approach can contribute to designing viable mobile government services.

Value Cocreation in Service Platform Business Models

This conceptual paper aims to connect the concept of service platform business models to current theories in service science. The paper does this by first dividing the business models into four types according to their combinations of investments in front-end information and communications technology (ICT) and in interfirm collaboration, and second, by introducing a model of capability-based value cocreation. The model serves to explain the value creation logics of different service platform business models. Based on the service cases, the causal mechanisms between the core actors in value cocreation are explicated. It furthermore becomes clear that banking and retail services have gone through a transformation from a customer service platform business model towards closed and open models. The case drawn from the video game industry illustrates value cocreation in a service platform complementor model. The results suggest that an open service platform business model involves high levels of interaction among the actors in the value system, and that the locus of value creation lies with the end user, enabled by flexible front-end ICT. One managerial implication of this is that the capability-based value cocreation model can be used as a tool to gather and classify information on the basis of which new services can be designed.