• Title/Summary/Keyword: mobile service

Search Result 5,165, Processing Time 0.038 seconds

Real-time Spatial Recommendation System based on Sentiment Analysis of Twitter (트위터의 감정 분석을 통한 실시간 장소 추천 시스템)

  • Oh, Pyeonghwa;Hwang, Byung-Yeon
    • The Journal of Society for e-Business Studies
    • /
    • v.21 no.3
    • /
    • pp.15-28
    • /
    • 2016
  • This paper proposes a system recommending spatial information what user wants with collecting and analyzing tweets around the user's location by using the GPS information acquired in mobile. This system has built an emotion dictionary and then derive the recommendation score of morphological analyzed tweets to provide not just simple information but recommendation through the emotion analysis information. The system also calculates distance between the recommended tweets and user's latitude-longitude coordinates and the results showed the close order. This paper evaluates the result of the emotion analysis in a total of 10 areas with two keyword 'Restaurants' and 'Performance.' In the result, the number of tweets containing the words positive or negative are 122 of the total 210. In addition, 65 tweets classified as positive or negative by analyzing emotions after a morphological analysis and only 46 tweets contained the meaning of the positive or negative actually. This result shows the system detected tweets containing the emotional element with recall of 38% and performed emotion analysis with precision of 71%.

A Development of Mechanism on Supply Chain Information Recognition among intelligent equipment for USN based construction supply chain management process (차세대 지능형 건설물류관리 프로세스 지원을 위한 지능형 장비 간 물류정보인식 메커니즘 개발)

  • Kwon, Sang-Hyuk;Shin, Tae-Hong;Chin, Sang-Yoon;Kim, Yea-Sang;Kwon, Soon-Wook
    • Proceedings of the Korean Institute Of Construction Engineering and Management
    • /
    • 2008.11a
    • /
    • pp.763-766
    • /
    • 2008
  • The success of a construction project depends on efficient construction supply chain and service informationalization as types and quantities of materials in construction industry geometrically increase because the size of the construction industry increasingly becomes huge, high-rise, and complex. However, the omission of data for each step and the lower effect occurs because of uncertainty and inaccuracy of information as compared to other industries. In addition, it takes many hours to manage the present material states. Currently, IT technology and various mobile devices are being developed through the automation system of next generation intelligent construction supply chain management for the effective supply chain information management but the confusion regarding the recognition and transmission of the supply chain information between the multiple materials and transportation equipment using the IT and wireless network technology occurred. Therefore, the objective of this study is to propose the recognition mechanism which can deduce processes which caused the confusion of the recognition and transmission with supply chain information and solve the problems originated from the processes so as to solve the problems related to the confirmation and the communication of the correct supply chain information.

  • PDF

The Study on the Analysis and Development Direction of the Elderly Welfare Center Programs by Region Characteristics (지역특성에 따른 노인복지관 프로그램 분석과 발전방향에 관한 연구)

  • Joo, Chan-Hee;Kim, Ock-Nyu
    • The Journal of the Korea Contents Association
    • /
    • v.18 no.1
    • /
    • pp.370-380
    • /
    • 2018
  • The purpose of this study is to analyze the program according to the local characteristics of the elderly welfare center and to present the development direction of the elderly welfare center in the future. The questionnaire was administered to 344 elderly welfare centers nationwide and 304 questionnaires were used for analysis. Based on the regional characteristics of the elderly welfare center, three types were derived and analyzed. The results of this study are as follows: First, the projects which showed difference according to the regional characteristics of the elderly welfare center were the functional recovery program, counseling, emotional support, and community welfare program. Second, it was found that the elderly welfare centers had different programs according to their areas. The results showed that the elderly welfare centers had different programs, group programs, self-help groups, beauty services, employment support education, economic education, retirement preparation education, home helper service, generation integration program, mobile welfare business and regional cooperation project. Based on these results, it is suggested that the development direction of the elderly welfare center is necessary to develop the program of the elderly welfare center according to the characteristics of the region and it is necessary to guarantee autonomy so that the elderly welfare center can operate the program.

Design and Implementation of Geographical Handoff System Using GPS Information (GPS정보를 이용한 위치기반 핸드오프 시스템의 설계 및 구현)

  • Han, Seung-Ho;Yang, Seung-Chur;Kim, Jong-Deok
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.35 no.1A
    • /
    • pp.33-43
    • /
    • 2010
  • Recently, users want to use real-time multimedia services, such as internet, VoIP, etc., using their IEEE 802.11 wireless lan mobile stations. In order to provide such services, a handoff among access points is essential to support the mobility of a node, in such an wide area. However, the legacy handoff methods of IEEE 802.11 technology are easy to lose connections. Also, the recognition of a disconnection and channel re-searching time make the major delay of the next AP to connect. In addition, because IEEE 802.11 decides the selection of an AP depending only on received signal strength, regardless of a node direction, position, etc., it cannot guarantee a stable bandwidth for communication. Therefore, in order to provide a real-time multimedia service, a node must reduce the disconnection time and needs an appropriate algorithm to support a sufficient communication bandwidth. In this paper, we suggest an algorithm which predicts a handoff point of a moving node by using GPS location information, and guarantees a high transmission bandwidth according to the signal strength and the distance. We implemented the suggested algorithm, and confirmed the superiority of our algorithm by reducing around 3.7ms of the layer-2 disconnection time, and guaranteed 24.8% of the communication bandwidth.

Wideband Class-J Power Amplifier Design Using Internal Matched GaN HEMT (내부정합된 GaN HMET를 이용한 광대역 J-급 전력증폭기 설계)

  • Lim, Eun-Jae;Yoo, Chan-Se;Kim, Do-Gueong;Sun, Jung-Gyu;Yoon, Dong-Hwan;Yoon, Seok-Hui;Rhee, Young-Chul
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
    • /
    • v.28 no.2
    • /
    • pp.105-112
    • /
    • 2017
  • In order to satisfy the diffusion of multimedia service in mobile communication and the demand for high-speed communication, it is essential to modify and improve high efficiency, wideband and nonlinear characteristic of multiband power amplifier. This research is designed to implement a single-stub matching circuit as a 2nd harmonic one that meets conditions of the Class-J power amplifier. Low characteristic impedance of the single-stub line is necessary to suit conditions of wideband Class-J. This research uses ceramic substrates having high permittivity to implement the single-stub line with low characteristic impedance, which eventually results in an amplifier satisfying the output impedance terms of Class-J in wideband frequency range. This result attributes to use of GaN HEMT packaged with a 2nd harmonic matching circuit and external fundamental circuit. The measurement results of the Class-J amplifier confirms the following characteristics: more than output power of 50 W(47 dBm) in bandwidth of 1.8~2.7 GHz(0.9GHz), maximum drain efficiency of 72.6 %, and maximum PAE characteristic of 66.5 %.

Real-Time Management System of Reefer Container based on IoT (IoT 기반 냉동컨테이너 실시간 관리 시스템)

  • Moon, Young-Sik;Jung, Jun-Woo;Choi, Sung-Pill;Kim, Tae-Hoon;Lee, Byung-Ha;Kim, Jae-Joong;Choi, Hyung-Lim
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.19 no.9
    • /
    • pp.2093-2099
    • /
    • 2015
  • To prevent damage to the cargo, monitoring and remote management for reefer containers is necessary. The currently used remote monitoring service is the Power Cable Transmission(PCT) system, which is recommended by the International Maritime Organization(IMO). However, this system is not widely used because it requires a separate PCT infrastructure and is susceptible to data loss problems. To solve this problem, this study introduces the "IoT-based reefer container management system", The proposed system which is attached to reefer container collects and transmits data on the temperature, status and location of reefer container to middleware using RS-232 communication and WCDMA/GSM communication. Middleware is store the data received in the database and provide information to user in real time through the web and mobile program. At this time, users able to change setting temperature in real time from a distant place through the web program. This study tested by transit about shipment of strawberries to monitor and analyze and check the system's overall effectiveness.

Performance Analysis and Improvement of WANProxy (WANProxy의 성능 분석 및 개선)

  • Kim, Haneul;Ji, Seungkyu;Chung, Kyusik
    • KIPS Transactions on Computer and Communication Systems
    • /
    • v.9 no.3
    • /
    • pp.45-58
    • /
    • 2020
  • In the current trend of increasing network traffic due to the popularization of cloud service and mobile devices, WAN bandwidth is very low compared to LAN bandwidth. In a WAN environment, a WAN optimizer is needed to overcome performance problems caused by transmission protocol, packet loss, and network bandwidth limitations. In this paper, we analyze the data deduplication algorithm of WANProxy, an open source WAN optimizer, and evaluate its performance in terms of network latency and WAN bandwidth. Also, we evaluate the performance of the two-stage compression method of WANProxy and Zstandard. We propose a new method to improve the performance of WANProxy by revising its data deduplication algorithm and evaluate its performance improvement. We perform experiments using 12 data files of Silesia with a data segment size of 2048 bytes. Experimental results show that the average compression rate by WANProxy is 150.6, and the average network latency reduction rates by WANProxy are 95.2% for a 10 Mbps WAN environment and 60.7% for a 100 Mbps WAN environment, respectively. Compared with WANProxy, the two-stage compression of WANProxy and Zstandard increases the average compression rate by 33%. However, it increases the average network latency by 2.1% for a 10 Mbps WAN environment and 5.27% for a 100 Mbps WAN environment, respectively. Compared with WANProxy, our proposed method increases the average compression rate by 34.8% and reduces the average network latency by 13.8% for a 10 Mbps WAN and 12.9% for a 100 Mbps WAN, respectively. Performance analysis results of WANProxy show that its performance improvement in terms of network latency and WAN bandwidth is excellent in a 10Mbps or less WAN environment while superior in a 100 Mbps WAN environment.

A Cell-based Indexing for Managing Current Location Information of Moving Objects (이동객체의 현재 위치정보 관리를 위한 셀 기반 색인 기법)

  • Lee, Eung-Jae;Lee, Yang-Koo;Ryu, Keun-Ho
    • The KIPS Transactions:PartD
    • /
    • v.11D no.6
    • /
    • pp.1221-1230
    • /
    • 2004
  • In mobile environments, the locations of moving objects such as vehicles, airplanes and users of wireless devices continuously change over time. For efficiently processing moving object information, the database system should be able to deal with large volume of data, and manage indexing efficiently. However, previous research on indexing method mainly focused on query performance, and did not pay attention to update operation for moving objects. In this paper, we propose a novel moving object indexing method, named ACAR-Tree. For processing efficiently frequently updating of moving object location information as well as query performance, the proposed method is based on fixed grid structure with auxiliary R-Tree. This hybrid structure is able to overcome the poor update performance of R-Tree which is caused by reorganizing of R-Tree. Also, the proposed method is able to efficiently deal with skewed-. or gaussian distribution of data using auxiliary R-Tree. The experimental results using various data size and distribution of data show that the proposed method has reduced the size of index and improve the update and query performance compared with R-Tree indexing method.

Performance Analysis of a Cell - Cluster - Based Call Control Procedure for Wireless ATM Networks (셀집단화 방식에 근거한 무선 ATM 호제어절차의 성능분석)

  • Cho, Young-Jong;Kim, Sung-Soo
    • The Transactions of the Korea Information Processing Society
    • /
    • v.4 no.7
    • /
    • pp.1804-1820
    • /
    • 1997
  • In this paper, an efficient call control procedure is presented for next generation wireless ATM networks and its performance is mathematically analyzed using the open queueing network. This procedure is based on a new scheme called as the cell clustering. When we use the cell clustering scheme, at the time that a mobile connection is admitted to the network, a virtual cell is constructed by choosing a group of neighboring base stations to which the call may probabilistically hand over and by assigning to the call a collection of virtual paths between the base stations. Within a microcell/picocell environment, it is seen that the cell clustering can support effectively a very high rate of handovers, provides very high system capacity, and guarantees a high degree of frequency reuse over the same geographical region without requiring the intervention of the network call control processor each time a handover occurs. But since mobiles, once admitted, are free to roam within the virtual cell, overload condition occurs in which the number of calls to be handled by one base station to exceed that cell site's capacity of radio channel. When an overload condition happens, the quality of service is abruptly degraded. We refer to this as the overload state and in order to quantify the degree of degradation we define two metrics, the probability of overload and the normalized average time spent in the overload state. By using the open network queueing model, we derive closed form expressions for the maximum number of calls that can be admitted into the virtual cell such that the two defined metrics are used as the acceptance criteria for call admission control.

  • PDF

AT-DMB Reception Method with Eigen-space Beamforming Algorithm (고유 공간 빔형성 알고리즘을 이용한 AT-DMB 수신 방법)

  • Lee, Jae-Hong;Choi, Seung-Won
    • Journal of Broadcast Engineering
    • /
    • v.15 no.1
    • /
    • pp.122-132
    • /
    • 2010
  • AT-DMB system has been developed to increase data rate up to double of conventional T-DMB in the same bandwidth while maintaining backward compatibility. The AT-DMB system adopted hierarchical modulation which adds BPSK or QPSK signal as enhancement layer to existing DQPSK signal. The enhancement layer signal should be small enough to maintain backward compatibility and to minimize the coverage loss of conventional T-DMB service coverage. But this causes the enhancement layer signal of AT-DMB susceptible to fading effect in transmission channel. A turbo code which has improved error correction capability than convolutional code, is applied to the enhancement layer signal of the AT-DMB system for compensating channel distortion. However there is a need for other solutions for better reception of AT-DMB signal in receiver side without increasing transmitting power. In this paper, we propose adaptive array antenna system with Eigen-space beamforming algorithm which benefits beamforming gain along with diversity gain. We analyzed the reception performances of AT-DMB system in indoor and mobile environments when this new smart antenna system and algorithm is introduced. The computer simulation results are presented along with analysis comments.