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Fast and Accurate Spelling Correction Using Trie and Damerau-levenshtein Distance Bigram 使用Trie和Damerau-levenshtein距离双格图快速准确的拼写校正
Pub Date : 2018-04-01 DOI: 10.12928/telkomnika.v16i2.6890
Viny Christanti M., Rudy Rudy, D. S. Naga
This research was intended to create a fast and accurate spelling correction system with the ability to handle both kind of spelling errors, non-word and real word errors. Existing spelling correction system was analyzed and was then applied some modifications to improve its accuracy and speed. The proposed spelling correction system is then built based on the method and intuition used by existing system along with the modifications made in previous step. The result is a various spelling correction system using different methods. Best result is achieved by the system that uses bigram with Trie and Damerau-Levenshtein distance with the word level accuracy of 84.62% and an average processing speed of 18.89 ms per sentence.
本研究旨在创建一个快速准确的拼写纠正系统,能够处理各种拼写错误,非单词和真正的单词错误。对现有的拼写纠错系统进行了分析,并对其进行了改进,以提高拼写纠错系统的准确性和速度。然后,根据现有系统使用的方法和直觉,以及上一步所做的修改,构建拟议的拼写纠正系统。其结果是使用不同方法的各种拼写纠正系统。使用Trie距离和Damerau-Levenshtein距离的双字库的准确率为84.62%,平均处理速度为18.89 ms /句,取得了最好的结果。
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引用次数: 15
Fast and Accurate Spelling Correction Using Trie and Bigram 快速和准确的拼写纠正使用Trie和Bigram
Pub Date : 2018-04-01 DOI: 10.12928/telkomnika.v16i1.6890
V. C. Mawardi, Rudy Rudy, D. S. Naga
This research was intended to create a fast and accurate spelling correction system with the ability to handle both kind of spelling errors, non-word and real word errors. Existing spelling correction system was analyzed and was then applied some modifications to improve its accuracy and speed. The proposed spelling correction system is then built based on the method and intuition used by existing system along with the modifications made in previous step. The result is a various spelling correction system using different methods. Best result is achieved by the system that uses bigram with Trie and Damerau-Levenshtein distance with the word level accuracy of 84.62% and an average processing speed of 18.89 ms per sentence.
本研究旨在创建一个快速准确的拼写纠正系统,能够处理各种拼写错误,非单词和真正的单词错误。对现有的拼写纠错系统进行了分析,并对其进行了改进,以提高拼写纠错系统的准确性和速度。然后,根据现有系统使用的方法和直觉,以及上一步所做的修改,构建拟议的拼写纠正系统。其结果是使用不同方法的各种拼写纠正系统。使用Trie距离和Damerau-Levenshtein距离的双字库的准确率为84.62%,平均处理速度为18.89 ms /句,取得了最好的结果。
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引用次数: 7
Role of Socio- Cognitive View and Relational View inUnderstanding the Continued Use of Internet Banking 社会认知观和关系观在理解网上银行持续使用中的作用
Pub Date : 2018-04-01 DOI: 10.12928/telkomnika.v16i1.4059
Ali Rfieda
Internet banking service has been renowned as one of the importantchannels for banking institutions to retain customers, increase its productivity, expand its customers’base and maximize revenues. Despite increasing attention has been given on the examinationof internet banking adoption, lack of research has been carried out to identify the issues surrounding the continueduse of such services by customers. In addition, researchers in the past decade started to studyfactors that affect the continued use of internet banking, however most of them ignored thesignificant role of mixing factors from different research views. Neglecting the views that factors belong towhen mixing different factors and ignoring to take strategies and philosophy of those views into account,makes it more difficult to understand and explain how users make continued use ofsuch technology.This study developed a model to determine factors that influence the continued useof internet banking by combining factors from the socio-cognitive view and the relational view.Using a survey questionnaire, 450 questionnaires were distributed to users of internet banking in Libya. The results demonstrated that socio-cognitive view and relational view were applicable to give better understandingto issues of continued use of internet banking. Managerial implications and limitationsfrom the empirical findings were discussed.
网上银行业务已成为金融机构留住客户、提高生产力、扩大客户群、实现收益最大化的重要渠道之一。尽管越来越多的人关注对网上银行采用的审查,但缺乏研究来确定客户继续使用此类服务的问题。此外,近十年来研究人员开始研究影响网上银行持续使用的因素,但大多忽视了不同研究视角下混合因素的重要作用。在混合不同的因素时,忽略了因素所属的观点,忽略了考虑这些观点的策略和哲学,使得理解和解释用户如何继续使用这种技术变得更加困难。本研究通过结合社会认知观和关系观的因素,建立了一个模型来确定影响网络银行持续使用的因素。通过问卷调查,450份问卷被分发给利比亚的网上银行用户。研究结果表明,社会认知观和关系观有助于更好地理解网上银行的持续使用问题。本文还讨论了实证研究结果的管理意义和局限性。
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引用次数: 0
WIRELESS DATA COMMUNICATION TECHNIQUES TO COORDINATE SINGLE-PHASE ROOFTOP PVs IN UNBALANCED THREE-PHASE LOW VOLTAGE FEEDER 不平衡三相低压馈线中协调单相屋顶pv的无线数据通信技术
Pub Date : 2018-02-01 DOI: 10.12928/telkomnika.v16i1.7780
R. Rachmawati, Anita Fauziah, Nelly Safitri
A necessity of the availability of communication network to provide data transfer amongst the coordinated single-phase rooftop photovoltaic (PV) in unbalanced three-phase low voltage (LV) feeder is essential since fetching data within the sensor of each PV unit requires real-time measurement and reliable data exchange within smart grid (SG), loads and other PV units. The main objective of this paper is to modeling the popular Wi-Fi, WiMax and ZigBee wireless data communication techniques into algorithms using numerical analysis. Those communication technologies have low cost and low power consumption. The benefits and drawbacks of those considered wireless data communications are shown as the required data that transferred and appropriate coding is also proposed. The number of transmitted symbols and the processing time delay of the proposed data coding are numerically analyzed, the results indicated that the 100% penetration level of PV that resulted higher injected reactive power back into the networks is able to be overcome since the coordinated PVs along the feeder is communicating to lower the unbalanced voltage profile.
在不平衡三相低压馈线中,在协调的单相屋顶光伏(PV)之间提供数据传输的通信网络的可用性是必不可少的,因为在每个光伏单元的传感器内获取数据需要实时测量和智能电网(SG)、负载和其他光伏单元之间可靠的数据交换。本文的主要目的是利用数值分析将流行的Wi-Fi、WiMax和ZigBee无线数据通信技术建模为算法。这些通信技术具有低成本、低功耗的特点。所考虑的无线数据通信的优点和缺点显示为传输所需的数据,并提出了适当的编码。对所提出的数据编码的传输符号数和处理时间延迟进行了数值分析,结果表明,由于沿馈线的协调PV正在通信以降低不平衡电压分布,因此能够克服PV的100%渗透水平,从而导致更高的无功回注。
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引用次数: 0
Stream a Framework for Detecting Movement Indoors 流检测室内运动的框架
Pub Date : 2018-01-11 DOI: 10.12928/telkomnika.v16i2.7393
K. Curran
There are many advantages to being able to track in real-time the movement of things or humans. This is especially important in tracking goods in the supply chain, in security and also in health and safety. The Global Positioning Satellite (GPS) system works well in outdoor environments but it cannot track items indoors. There is also the problem of power hungry sensor chips inherent in some GPS trackers. Mobile Cellular triangulation also works well for many outdoor solutions but problems with cost, accuracy and reliability make it difficult to deploy for indoor tracking scenarions. The levels of accuracy can vary by up to 50 meters which hinder its ability for adoption in many use case scenarios. There are also problems with poor cellular coverage in rural areas. Solutions built on WiFi–the IEEE 802.11 standard overcome many of these issues. WiFi location tracking works via sampling of the received signal strength (RSS) which along with triangulation and prior mapping allows systems to locate items or humans with fine-granularity. This WiFi fingerprinting is a viable cost-effective approach to determining movement within indoor enviroments. This paper presents an overview of popular techniques and off-the-shelf solutions which can be used to determine movement of people and objects indoors. We outline the Locator frameworks which is built on both active and passive indoor localisation techniques for tracking movement within indoor environments.
能够实时跟踪物体或人的运动有很多好处。这在跟踪供应链中的货物、安全以及健康和安全方面尤其重要。全球定位卫星(GPS)系统在室外环境下工作良好,但无法在室内跟踪物品。还有一些GPS跟踪器固有的耗电传感器芯片的问题。移动蜂窝三角测量也适用于许多室外解决方案,但成本、准确性和可靠性问题使其难以部署到室内跟踪场景中。精度水平可以相差50米,这阻碍了它在许多用例场景中的采用能力。此外,农村地区的手机覆盖率也很低。基于wi - fi (IEEE 802.11标准)的解决方案克服了许多这些问题。WiFi位置跟踪通过对接收到的信号强度(RSS)进行采样,再加上三角测量和预先映射,系统可以精确定位物品或人。这种WiFi指纹识别是一种可行的、经济有效的方法,可以确定室内环境中的运动。本文概述了流行的技术和现成的解决方案,可用于确定室内人员和物体的运动。我们概述了定位器框架,它建立在主动和被动室内定位技术上,用于跟踪室内环境中的运动。
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引用次数: 1
Sketching Expert System for Crime Investigation Purposes 犯罪侦查素描专家系统
Pub Date : 2014-07-01 DOI: 10.11591/TELKOMNIKA.V12I7.5726
B. Yudistira, Ketut Gede Darma Putra, A. A. K. Sudana
The presence of police sketcher play an important role in making investigation in purpose of making arrestment to fugitive or suspect. The lacking presence of police sketcher is making a lack in investigation process, because lack of information gathered for the further process. This limitation is overcome by developing an expert system using gadget as a helping device to making sketch, with adding sketcher knowledge. Sketching method already been used since long time in process of investigation and effective making the result. The result of expert system on case given showing the system to real object which made sketching reach 85% of accuracy level.
警察素描员的存在在侦查中起到了重要的作用,有利于对在逃人员或犯罪嫌疑人实施逮捕。警察素描员的缺席导致了调查过程的缺失,因为缺乏进一步调查所需的信息。通过开发一个以小工具为辅助工具的绘图专家系统,并加入绘图员的知识,克服了这一局限。在调查过程中,长期以来一直采用速写法,并取得了有效的结果。专家系统给出的实例结果表明,该系统对实物的绘制精度达到了85%。
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引用次数: 2
Stochastic Synchronization of Neutral-Type Chaotic Markovian Neural Networks with Impulsive Effects 具有脉冲效应的中立型混沌马尔可夫神经网络的随机同步
Pub Date : 2014-07-01 DOI: 10.11591/TELKOMNIKA.V12I7.5505
Chengde Zheng, Xixi Lv
This paper studies the globally stochastic synchronization problem for a class of neutral-type chaotic neural networks with Markovian jumping parameters under impulsive perturbations. By virtue of drive-response concept and time-delay feedback control techniques, by using the Lyapunov functional method, Jensen integral inequality, a novel reciprocal convex lemma and the free-weight matrix method, a novel sufficient condition is derived to ensure the asymptotic synchronization of two identical Markovian jumping chaotic delayed neural networks with impulsive perturbation. The proposed results, which do not require the differentiability and monotonicity of the activation functions, can be easily checked via Matlab software. Finally, a numerical example with their simulations is provided to illustrate the effectiveness of the presented synchronization scheme.
研究了一类具有马尔可夫跳变参数的中立型混沌神经网络在脉冲扰动下的全局随机同步问题。利用驱动响应概念和时滞反馈控制技术,利用Lyapunov泛函方法、Jensen积分不等式、一种新的互反凸引理和自由权矩阵方法,导出了两个具有脉冲扰动的马尔可夫跳变混沌延迟神经网络渐近同步的一个新的充分条件。所提出的结果不需要激活函数的可微性和单调性,可以很容易地通过Matlab软件进行验证。最后,通过数值仿真验证了所提同步方案的有效性。
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引用次数: 0
Fuel Cell – Ultra Capacitor hybrid system for Grid Connected Applications 用于并网应用的燃料电池-超级电容器混合系统
Pub Date : 2014-06-01 DOI: 10.11591/TELKOMNIKA.V12I6.5052
V. Priya, D. Kothari, M. Kowsalya
Fuel cells are considered as one of the most promising devices for standalone/grid connected distributed generations due to its cleanliness, modularity and higher potential capability.  In the present energy scenario, Fuel cells combined with other renewable technologies are gaining attraction. This paper focuses on the combination of Fuel Cell (FC) and Ultra-Capacitor (UC) systems for sustained power generation.  Model of Proton Exchange Membrane (PEM) Fuel Cell have been developed in the MATLAB/Simulink Environment. To supply the required hydrogen moles, Electrolyzer model was developed.  Hydrogen storage tank was modeled such that the generated moles of hydrogen from the electrolyzer are stored in the storage tank and the fuel cell receives the required amount of hydrogen moles from the storage tank rather than the electrolyzer.  The combined system was synchronized to the grid and when the load demand exceeds the capacity of the fuel cell system, then the additional power is supplied by the grid thus ensuring continuity of supply to the load. DOI :  http://dx.doi.org/10.11591/telkomnika.v12i6.5052 Full Text: PDF
燃料电池因其清洁、模块化和更高的潜力被认为是独立/并网分布式发电最有前途的设备之一。在目前的能源情况下,燃料电池与其他可再生技术相结合的吸引力越来越大。本文主要研究燃料电池(FC)和超级电容器(UC)系统的结合,以实现持续发电。在MATLAB/Simulink环境下开发了质子交换膜燃料电池的模型。为了提供所需的氢量,建立了电解槽模型。对储氢罐进行了建模,使从电解槽产生的氢的摩尔数存储在储氢罐中,并且燃料电池从储氢罐而不是从电解槽接收所需量的氢摩尔数。该组合系统与电网同步,当负荷需求超过燃料电池系统的容量时,由电网提供额外的电力,从而保证了对负荷的连续供电。DOI: http://dx.doi.org/10.11591/telkomnika.v12i6.5052全文:PDF
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引用次数: 2
A Method for Designing Complex Machine Olfaction System 复杂机器嗅觉系统的设计方法
Pub Date : 2014-06-01 DOI: 10.11591/TELKOMNIKA.V12I6.5451
Hua Fang, M. Shu, Y. Liu, W. Yu, Wenju Li
In the paper a template technology has been applied to the complex platform of machine olfaction system. The simulation sensor array template receives field odor data or simulates the data via recorders in database, then transmits to the platform which consists of several distributed monitoring subsystems. Each subsystem matches a set of gas sensors array, and has functions of logging data, communicating and simulating industry application. The data from the subsystem and the preprocessed data are sent to the web server center and stored in the databases. Then sensors perform analysis by several layer algorithms. And the exchanging algorithms convert the field odor data to gas concentrations with ppm values, the expert systems or recognition algorithms analyze the ppm values and show the application results. All data of each layer are stored in server database systems, and each layer algorithms can be updated and saved. Finally, the supporting platform that applied to industrial monitoring systems, was developed with a kind of industrial configuration softwares, web MIS and databases, and was utilized to realize monitor to the environmental systems by the simulation template. DOI :  http://dx.doi.org/10.11591/telkomnika.v12i6.5451 Full Text: PDF
本文将模板技术应用于机器嗅觉系统的复杂平台。模拟传感器阵列模板接收现场气味数据或通过数据库中的记录仪对数据进行模拟,然后传输到由多个分布式监测子系统组成的平台。每个子系统配一套气体传感器阵列,具有测井数据、通信和模拟工业应用等功能。来自子系统的数据和预处理后的数据被发送到web服务器中心并存储在数据库中。然后传感器通过多层算法进行分析。交换算法将现场气味数据转换为具有ppm值的气体浓度,专家系统或识别算法对ppm值进行分析并显示应用结果。每一层的所有数据都存储在服务器数据库系统中,每一层的算法都可以更新和保存。最后,利用一种工业组态软件、web MIS和数据库开发了适用于工业监控系统的支撑平台,并利用仿真模板实现了对环境系统的监控。DOI: http://dx.doi.org/10.11591/telkomnika.v12i6.5451全文:PDF
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引用次数: 0
Heritage Values Mathematical Model Design of Middle Eastern Railway Architectural Complex 中东铁路建筑群遗产价值数学模型设计
Pub Date : 2014-03-01 DOI: 10.11591/TELKOMNIKA.V12I2.3943
Jun Zhang, Daping Liu, Yao Sun
Combining the practical situation, this article analyzes the heritagevalue of Middle Eastern Railway buildings in Hengdao Hezi from various perspectives.Research framework is established, including overview, architectural scale andpattern, building components, structure and space,and this paper designs heritagevalues mathmatical model of Chinese Eastern railway architectural complex. By usingAnalytic Hierarchy Process (AHP), research on the quantization and cascadeprotection was also carried out. DOI : http://dx.doi.org/10.11591/telkomnika.v12i3.3943 Full Text: PDF
本文结合实际情况,从多个角度分析横岛河子地区中东铁路建筑的遗产价值。建立了研究框架,包括概述、建筑规模与格局、建筑构件、结构与空间,并设计了中国东部铁路建筑群的遗产价值数学模型。运用层次分析法(AHP)对量化和级联保护进行了研究。DOI: http://dx.doi.org/10.11591/telkomnika.v12i3.3943全文:PDF
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引用次数: 0
期刊
TELKOMNIKA : Indonesian Journal of Electrical Engineering
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