2018 10th International Conference on Knowledge and Smart Technology (KST)最新文献

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A smart photovoltaic system with Internet of Thing: A case study of the smart agricultural greenhouse 基于物联网的智能光伏系统——以智能农业大棚为例
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 2018-08-06 DOI: 10.1109/KST.2018.8426071
Anukit Saokaew, O. Chieochan, E. Boonchieng
{"title":"A smart photovoltaic system with Internet of Thing: A case study of the smart agricultural greenhouse","authors":"Anukit Saokaew, O. Chieochan, E. Boonchieng","doi":"10.1109/KST.2018.8426071","DOIUrl":"https://doi.org/10.1109/KST.2018.8426071","url":null,"abstract":"This research aims to prototype a portable, small, smart, and off-grid photovoltaic system to provide an alternative electrical supply for a smart agricultural greenhouse. This research applied the use of internet of things technology to retrieve the photovoltaic system status (photovoltaic voltage and ampere, battery voltage, and battery current loading) from the MPPT charger controller. All photovoltaic system status data is processed through Blynk. Blynk has been developed as an internet of things cloud service. Data is stored into Blynk and displayed on mobile devices in real time. The status of the battery of the device (full or empty) pushes notifications through inbox message on the Facebook application by IFTTT (if this then that) service. Historical data could be retrieved as CSV files. The equipment and tools used in this research are ESP8266 module, the photovoltaic system with the MPPT charger controller, DC water pumps. The programming used is C++ on ESP8266 module. A small off-grid photovoltaic system is applied. It consists of a MPPT (Maximum Power Point Tracking) charger controller, battery, and photovoltaic panels. The internet of things cloud used is Blynk. The results of the research show that using internet of things with an MPPT charger controller enhances the prototype of smart farming as an alternative and green electrical resource.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129819845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Automatically Identifying Themes and Trends in Software Engineering Research 自动识别软件工程研究的主题和趋势
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 2018-08-06 DOI: 10.1109/KST.2018.8426070
K. Cosh, Sakgasit Ramingwong, Narissara Eiamkanitchat, L. Ramingwong
{"title":"Automatically Identifying Themes and Trends in Software Engineering Research","authors":"K. Cosh, Sakgasit Ramingwong, Narissara Eiamkanitchat, L. Ramingwong","doi":"10.1109/KST.2018.8426070","DOIUrl":"https://doi.org/10.1109/KST.2018.8426070","url":null,"abstract":"Understanding the ways that research topics are evolving in a research domain is important when considering research proposals. Bibliometric analysis provides a variety of tools for exploring publication data, but often involves manual effort. This paper presents an automatic method for extracting and examining key research themes by using natural language processing to parse a large collection of papers. The method was applied to over 8,000 papers published in the software engineering field over the past 20 years. Key research themes were identified and visualized, so that trends could be highlighted. Some research fields that are in decline are identified, along with newly popular research topics such as fuzzy set membership, cloud computing, feature selection and agile development teams.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117167185","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Audiovisual semantic congruency effect with onomatopoeia 拟声词的视听语义一致性效应
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 2018-08-06 DOI: 10.1109/KST.2018.8426115
A. Fidalgo, Kohshe Takahashi, Aiko Murata, Katsumi Watanabe
{"title":"Audiovisual semantic congruency effect with onomatopoeia","authors":"A. Fidalgo, Kohshe Takahashi, Aiko Murata, Katsumi Watanabe","doi":"10.1109/KST.2018.8426115","DOIUrl":"https://doi.org/10.1109/KST.2018.8426115","url":null,"abstract":"It has been reported that when a congruent natural sound precedes briefly presented visual stimuli, it promotes performance in psychophysics detection tasks. Onomatopoeias refer to words that phonetically mimic or suggest actual sounds. Onomatopoeic words are a form of sound symbolism and are frequently used in Japanese language. In this study, we examined whether the presentation of spoken Japanese onomatopoeia to Japanese native-speakers results in visual detection sensitivity changes. Results indicate that when onomatopoeias are presented 227 ms before a visual stimulus, they have a modulatory audiovisual effect. This effect is closer to the results observed with natural sounds than spoken words, with d’ being lower for onomatopoeias when compared with natural sounds. Such suggests that Japanese spoken onomatopoeias may be processed in a manner that is closer to natural sounds than spoken words and points to behavioral consequences of sound symbolism.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":" 37","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113952544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Link between color-space association, left-right confusion, mirror image copy, and autistic traits 色彩空间联想、左右混淆、镜像复制和自闭特征之间的联系
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 2018-08-06 DOI: 10.1109/KST.2018.8426194
Hanako Ikeda, Makoto Wada, Katsumi Watanabe
{"title":"Link between color-space association, left-right confusion, mirror image copy, and autistic traits","authors":"Hanako Ikeda, Makoto Wada, Katsumi Watanabe","doi":"10.1109/KST.2018.8426194","DOIUrl":"https://doi.org/10.1109/KST.2018.8426194","url":null,"abstract":"It has been suggested that the association between multiple sensory modalities can occur among non-synesthetic people. In a previous study [1], we showed that non-synesthetes exhibited an association between spatial direction and color. In the present study, we explored the factors that influence the degree of association between spatial direction and color. Specifically, we focused on the association between the degree of color-direction association and cognitive processes related to discriminating spatial direction. One-hundred ninety-nine Japanese university students completed questionnaires on color-direction association, left-right confusion, mirror image imitation, and autistic traits. People who showed stronger color- direction association found it easier to discriminate left from right and to imitate others’ actions as mirrored images. In addition, people with higher autistic traits experienced a greater degree of left-right confusion and greater difficulty imitating others’ mirrored images.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123687410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prosopagnosia or Prosopdysgnosia : Facing up to a change of concepts 面孔失认症或面孔失认症:面对观念的改变
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 2018-08-06 DOI: 10.1109/KST.2018.8426086
T. Sørensen, M. Overgaard
{"title":"Prosopagnosia or Prosopdysgnosia : Facing up to a change of concepts","authors":"T. Sørensen, M. Overgaard","doi":"10.1109/KST.2018.8426086","DOIUrl":"https://doi.org/10.1109/KST.2018.8426086","url":null,"abstract":"The term ‘Prosopagnosia’ refers to the inability to identify people using visual facial cues as a result of brain injury [1]. A further term, ‘Developmental Prosopagnosia’, has been proposed to refer to a condition with a similar dysfunction, but here there is an absence of any external brain injury. In recent years, these terms have been used increasingly, despite the lack of evidence about which specific functions are involved, and how they are affected during the development of human facial feature processing. Furthermore, most of these studies seem to address a dysfunction, rather than a function that never developed or has been lost altogether. We propose clarifying the terminology by distinguishing between whether the function is absent (prosopagnosia) or functioning at a suboptimal level (prosopdysgnosia). This distinction is particularly important as an increasing number of studies indicate varying degrees of function, rather than a function that is either present or not. Focusing on the variations of dysfunctions may help to form a better understanding of how facial features are processed and used by different observers. Moreover, studies describing functions that are lost can help us to understand which parts of a network are critical for face perception. One model that may prove particularly useful, both in the general understanding of the dysfunction and in the specific possibilities regarding rehabilitation is the Reorganization of Elementary Functions model (REF) [2]. This model has recently been applied both within consciousness studies [3] and blindsight [4].","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130390342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
NavTU: Android Navigation App for Thai People with Visual Impairments NavTU:专为泰国视觉障碍人士设计的安卓导航应用
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 2018-01-01 DOI: 10.1109/KST.2018.8426068
Nawin Somyat, Teepakorn Wongsansukjaroen, Wuttinan Longjaroen, Songyot Nakariyakul
{"title":"NavTU: Android Navigation App for Thai People with Visual Impairments","authors":"Nawin Somyat, Teepakorn Wongsansukjaroen, Wuttinan Longjaroen, Songyot Nakariyakul","doi":"10.1109/KST.2018.8426068","DOIUrl":"https://doi.org/10.1109/KST.2018.8426068","url":null,"abstract":"This paper introduces a new Android navigation app called NavTU for Thai people with visual impairments. Our NavTU app is designed to promote safe and independent travel for Thai people who are blind or have low vision. It is the integration of the GPS-based and camera-based technologies that not only helps the blind pedestrians navigate outdoors from place to place but also locates obstacles such as concrete electric poles, so that the visually impaired can avoid walking into them. The main advantage of NavTU is that the users are allowed to record their own walking paths to the preferred locations. This enables the blind users to walk through any local roads that might not be shown on Google Maps. The blind pedestrians can plan any outdoor path that is convenient and safe to them. The proposed app has Thai as the natural language interface, so it is easy for Thai people with visual impairments to use.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132650335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Activity Recognition of Multiple Subjects for Homecare 多主体家庭护理活动识别
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 2018-01-01 DOI: 10.1109/KST.2018.8426164
O. Chen, Hung Ha Manh, W. Lai
{"title":"Activity Recognition of Multiple Subjects for Homecare","authors":"O. Chen, Hung Ha Manh, W. Lai","doi":"10.1109/KST.2018.8426164","DOIUrl":"https://doi.org/10.1109/KST.2018.8426164","url":null,"abstract":"With consideration of the aging society, the homecare associated with seniors becomes a critical issue in which there is a need of activity recognition of multiple subjects at home. This work adopts a portable panoramic camera locating at the living room to record daily activities which are analyzed, processed, and identified by the background subtraction, generation of Binary Large Object (BLOB), Kalman filter, subject extraction, Gaussian Mixture Model (GMM), majority voting, Finite State Machine (FSM), and so on. Based on the identified individual subjects, each one is extracted by six parameters for GMM to attain the initial activity estimation per picture. The majority voting is fulfilled by a picture segment of 10 pictures, and then the FSM is employed to further confirm the recognized activity and to get rid of the infeasible state transition. Particularly, when the subjects are overlapped, the previous activity state associated with each subject is kept. Until subjects being separated, the activity recognition of each subject is not activated. Additionally, the states of the overlapping interval are fairly estimated based on the states of the boundary picture segments neighboring to the beginning and end of the overlapping interval. In order to increase the accuracy of activity estimations on the boundary picture segments, the incremental majority voting approach is used where its probability model is established and illustrated. The simulation results reveal that the average accuracy of four activities, standing, walking, sitting, and falling, can reach 93.0% during multiple subjects at the room. Compared to the conventional work, our system shows fairly good performance, portability, and convenience for homecare applications.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121911270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Prediction of Acidity Levels of Fresh Roasted Coffees Using E-nose and Artificial Neural Network 用电子鼻和人工神经网络预测新鲜烘焙咖啡的酸度
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 1900-01-01 DOI: 10.1109/KST.2018.8426206
Yu Thazin, T. Pobkrut, T. Kerdcharoen
{"title":"Prediction of Acidity Levels of Fresh Roasted Coffees Using E-nose and Artificial Neural Network","authors":"Yu Thazin, T. Pobkrut, T. Kerdcharoen","doi":"10.1109/KST.2018.8426206","DOIUrl":"https://doi.org/10.1109/KST.2018.8426206","url":null,"abstract":"As for the coming automation age, development of the sense of robot including sight, smelling, hearing and touch is vital for robots to complement complex tasks of human. Recently, increasing interests in robotic chef and barista call for the development of “digital deliciousness” technology, in order for the robots to have a capability of food tasting. This work demonstrates a preliminary development of gourmet robot by using electronic nose (e-nose) technology to determine the scoring and cupping of the quality of coffees as compared to the human testers. In this study, it was mainly focused on the acidity levels of fresh roasted coffee. Array of different eight semiconductor gas sensors was used to smell the coffee’s aroma. Electronic nose can clearly classify the acidity levels of different roasting degrees of the roasted coffee and has nearly the same results of scoring as obtained by using artificial neural network and the human’s scoring. Thus, the e-nose has shown its capability for integration into the gourmet robot according to this study.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125818394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 16
Creative Knowledge Employees’ Assesment of Flexitime Utilisability 创新知识员工对弹性工作时间利用的评估
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 1900-01-01 DOI: 10.1109/KST.2018.8426204
Aaro Hazak
{"title":"Creative Knowledge Employees’ Assesment of Flexitime Utilisability","authors":"Aaro Hazak","doi":"10.1109/KST.2018.8426204","DOIUrl":"https://doi.org/10.1109/KST.2018.8426204","url":null,"abstract":"The outcome of creative work in the IT, technology and R&D business depends heavily on the efficient utilization of the knowledge and creativity of the employees. Flexibility in working time arrangements may provide an opportunity to improve the use of individual intellectual capacity through aligning working time better to personal needs. We have performed a survey among Estonian IT and product developers, engineers, applied researchers and other creative R&D employees to find out their standpoints on the possibilities to use flexible working time in their work. This paper presents ordered probit estimates of employees’ perceived utilisability of flexitime in the case of those employees who do currently not have working time flexibility. We find that in the technology industry as well as in public R&D institutes employees perceive the utilisability of flexitime for creative knowledge work particularly highly. Middle level specialists in creative work in the IT, technology and other R&D business appear to have a 16 percentage points higher probability to find that flexible working time could be used to a large extent in their job compared to top and middle managers. Although based on a small subsample, this pilot study reveals the potentially underutilised possibility to enhance knowledge use efficiency in creative R&D jobs in IT, technology and other research and development intensive areas. Employers should consider providing access to flexitime for knowledge employees if the nature of work allows.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125321952","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimizing Location-Routing Problem using Iterative Combination of GA and VNS 基于遗传算法和VNS迭代组合的定位路由优化问题
2018 10th International Conference on Knowledge and Smart Technology (KST) Pub Date : 1900-01-01 DOI: 10.1109/KST.2018.8426156
Cheng Jiang, Worapan Kusakunniran
{"title":"Optimizing Location-Routing Problem using Iterative Combination of GA and VNS","authors":"Cheng Jiang, Worapan Kusakunniran","doi":"10.1109/KST.2018.8426156","DOIUrl":"https://doi.org/10.1109/KST.2018.8426156","url":null,"abstract":"The location routing problem (LRP), which involves the decision of depot locations and vehicle routings, is one of the main factors for the success of logistic system. This paper focuses on solving LRP with multiple capacitated depots and multiple capacitated vehicles per depot. To generate a solution with approximate minimum system’s total cost, a hybridization method is proposed to make facility location and delivery car routing decision simultaneously. The two main components of this proposed hybridization (GA-VNS) are Genetic Algorithm (GA) and Variable Neighborhood Search (VNS). With this hybrid algorithm, local optimal in GA is avoided by switching the searching space into VNS, and vice versa for avoiding local optimal in VNS. This process also makes the solution converges faster. The proposed method is evaluated on the classical benchmark instances. It can be seen that the performance of the proposed method is very promising, when compared with the individual using of GA or VNS.","PeriodicalId":324253,"journal":{"name":"2018 10th International Conference on Knowledge and Smart Technology (KST)","volume":"333 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123334110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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