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Xie M.,Wuhan University | Xie M.,Guangxi Economic Management Cadre College
Journal of Computational Information Systems | Year: 2011

With the growing pervasiveness of the Internet, data mining for e-learning is constantly increasing. Most research works are based on adaptations of theoretical models devised for information retrieval. However, the semantic method that underlies the process of knowledge mining is different than the process of extracting relevant documents or objects. We propose a theory model for semantic knowledge mining. We build Semantic Knowledge Mining algorithm (SKM) that take into account for the varying semantic relation in context. We show how to achieve this by using aggregate demand data. We evaluate our work, by applying the techniques on e-learning platform. Our extensive user studies, using more than 4,000 user-providing ranking scores comparisons, demonstrate an over whelming preference for the knowledge mining results generated by our techniques, compared to a large number of existing strong state-of-the-art baselines. Copyright © 2011 Binary Information Press.

Huang M.-Y.,Guangxi Economic Management Cadre College
Advanced Materials Research | Year: 2011

Internet of Things (IOT) is an extension and expansion of the internet development. The ultimate goal of IOT system is to realize the exchange and communication between human and thing as well as thing to thing. With the constant development of IOT, the intellectual degree of the future IOT would be higher and higher, the application filed would be getting extensive too. IOT plays a very important promoting effect on the logistic service system, corporation production and operation management, the production quality control of the online shopping by consumers and other aspects of the electronic commerce. IOT E-commerce provides extreme convenience to people's work and life, but its information safety still has some restriction. The character of Analytic Hierarchy Process (AHP) is to divide the complicated problem into simple combinations of multiple hierarchies and factors, and group each factor in two for comparison and calculation, according to the calculated result to make judgment and make choice. This article, based on AHP model, establishes information security evaluation model of IOT electronic commerce, evaluates on the five physical measures to protect electronic label by theory analysis on algorithm and AHP model, which has certain referential value to the IOT E-commerce information security evaluation work.

Lin X.-Z.,Guangxi Economic Management Cadre College
Advanced Materials Research | Year: 2011

By analysis on the Internet Of Things (IOT), logistic unified information system as well as Intelligent Flexible Architecture technology of system and business flow, provides a intelligent flexible reform technology and realization method. Intelligent flexible reform technology of logistic unified information system is a solution for logistic system and business flow combining IOT RFID (Radio Frequency Identification), Internet and CTI (Computer Telecommunication Integration), it uses business-aspect adjustment algorithm to form the flexible reform model of the system, and do the reform planning coordinating handling, realize the real time reform with IOT logistic business flow on conditions of unified information communication. Through business-aspect adjustment testing algorithm, it proves that the intelligent flexible reform technology of logistic unified information system based on IOT is feasible.

Su Q.,Guangxi Economic Management Cadre College
2010 2nd International Conference on Computational Intelligence and Natural Computing, CINC 2010 | Year: 2010

User classification is a critical problem in modern library. But there has been little research into intelligent methods for improving the accuracy of user classification quality. In this article, we propose a HMM of library user classification (HMMLUC) to recognize the different type of library users. Using user previous behavior, HMMLUC learns a probabilistic model over the types of the user, and then applies this model at every step of the data entry process to improve user service quality. The experiment results proof that the performance of the model is sound The average precision ratio of the HMMLUC is 91.2, while the recall ratio is 85.3. ©2010 IEEE.

Lin X.Z.,Guangxi Economic Management Cadre College
Applied Mechanics and Materials | Year: 2011

By the analysis on the manufacturing industry, logistic industry, information and technology integration, and regional advantage of manufacturing logistics in Guangxi,China -ASEAN (Association of Southeast Asian Nations) economic zone, modern manufacturing logistics technology, this article provides the realization means and pattern for the information integration and joint development of manufacturing industry and logistic industry. Information integration and joint development of manufacturing industry and logistic industry of Guangxi,China-ASEAN is by using regional logistic supply chain IFA (Intelligent Flexible Architecture), according to the advantage of Value China by modern logistic joint development, to establish an information integration and combined public service system supported by IOT (Internet Of Things), Internet and CTI (Computer Telecommunication Integration), defines information integration as the middleware to develop U type smiling curve of Guangxi-ASEAN manufacturing industry and logistic industry, and uses multiple modules structure model arithmetic to form Guangxi-ASEAN information integration and joint development model, which realizes information integration and joint development system of logistic socialization, regional economic integration, and logistic factors permutational aggregation for manufacturing industry and logistic industry. © Trans Tech Publications.

Wei Y.,Guangxi Economic Management Cadre College
2011 International Conference on Computer Science and Service System, CSSS 2011 - Proceedings | Year: 2011

Through analysis on Application Programming Interface (API) layer of transaction strategy and logic application program architecture of logistic information system, in view of requirements of dynamic management and service during communication, storage, production, transport, circulation process, distribution and other business chain links in modern logistic information system, this paper provides API layer sound recording service system solution combining unified information and Internet of Things (IOT). Logistic Unified Information System API layer sound recording mode is an application of GSM/GPRS, RFID channels of multiple clients and service systems, the sound recording request is processed between client layer and rules engine, event processing engine and rule base of Unified Information System (UIS). The API layer sound recording service in UIS manages RFID readers and tags as well as API of unified information devices, defines logic memory field ability and sound recording triggering rules, to equip API layer with sound recording triggering and service abilities. The application rules of API layer middleware and EPC Information Services (EPCIS) as well as the application of EPC global network service realize information and service integration during the logistic business flow of IOT and UIS, enable the system to focus main services and functions on business logic processing, and prove the feasibility of Internet of Things logistic Unified Information System API layer sound recording mode design. © 2011 IEEE.

Lin X.,Guangxi Economic Management Cadre College
Advances in Intelligent and Soft Computing | Year: 2012

By analysis on the characteristic of low-carbon logistics, Internet of Things (IOT) Service System and economic zone, provides Multiple-Regions cooperative low-carbon logistics intelligent control optimization model. The low-carbon logistics IOT service system Hidden Markov optimization Model is in the IOT environment to use Hidden Markov Model algorithm to implement characteristic state transition monitoring on cross-region cooperative logistics process, based on network information aggregation, common distribution and cooperative control and other variations of IOT monitoring targets, determine prioritized state sequence by forward and backward algorithms as well as Viterbi algorithm, realize establishment of China-ASEAN and Guangxi Multiple-Regions cooperative low-carbon logistics optimization model and achieve intelligent control. Facts prove that on the premise of meeting IOT network variation state monitoring requirements, low-carbon logistics optimization model state selection identification rate could be improved. © 2012 Springer-Verlag GmbH.

Huang Y.,GuangXi Economic Management Cadre College
ICACTE 2010 - 2010 3rd International Conference on Advanced Computer Theory and Engineering, Proceedings | Year: 2010

A new generation of remote network video surveillance system is a through ADSL, leased line, wireless, 3G and other access methods for remote video surveillance, transmission, storage and management system platform. The platform can be distributed using various networks, independent video collection point for networking, different industries providing a unified multi-regional access, distributed memory, hierarchical management, video consultations, multi-mode alarm, resource sharing video monitoring service. A new generation of remote video monitoring system network is able to meet the operator requirements of multimedia value-added core business platform. It can build various modules and subsystems through operating-type video surveillance platform for building, security-based video surveillance platform, the implementation of video surveillance system project. © 2010 IEEE.

Wei Y.,Guangxi Economic Management Cadre College
WIT Transactions on Information and Communication Technologies | Year: 2014

Through analysis on comprehensive developments of Internet of things (IOT), Internet, and computer telephony integration (CTI) in modern logistics, this paper provides a logistic information coalition perception solution supported by IOT and unified information technology. Logistic IOT unified information system (UIS) coalition information perception is to use radio frequency identification (RFID), CTI, and Internet of IOT, combining with EPC service and coding analysis technology of IOT system as well as API programming interface and AT command of GSM Modem to carry out system program development; it carries out specific analysis on GSM Modem PDU coding technology, realizes SMS mobile information communication, and enable RFID, SMS to combine with e-mail on Internet for combinational application, equip logistic IOT UIS with ubiquitous service ability, realizes logistic coalition information perception and interaction management; the interactive applications and tests prove the operability and feasibility of the logistic IOT UIS coalition information perception mode. © 2014 WIT Press.

Liang W.,Guangxi Economic Management Cadre College
WIT Transactions on Information and Communication Technologies | Year: 2014

With the building and development of network environment in campus 1990s, Campus BBS in Chinese university had taken root, germinated, and thrived rapidly in various universities. Now it not only is the dominical inter communication tool in campus, but also the new carrier of the campus culture in this developing online environment. Campus BBS serving for harmonious culture constructing became the core of online environment. The paper discovers Campus BBS' status, influence factor, and function in harmonious culture constructing. © 2014 WIT Press.

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