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Proceedings of the 16th International Conference on Applied Computing 2019最新文献

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APPLICATION OF THE METHODS OF HYBRID ARTIFICIAL INTELLIGENCE TO DETERMINE THE LOCATION OF OBJECTS BY THEIR PHOTOGRAPHY 应用混合人工智能方法，通过物体的摄影来确定物体的位置
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912c030
D. Berezkin, A. V. Proletarsky, V. Sidorov, I. E. Sergeev
{"title":"APPLICATION OF THE METHODS OF HYBRID ARTIFICIAL INTELLIGENCE TO DETERMINE THE LOCATION OF OBJECTS BY THEIR PHOTOGRAPHY","authors":"D. Berezkin, A. V. Proletarsky, V. Sidorov, I. E. Sergeev","doi":"10.33965/ac2019_201912c030","DOIUrl":"https://doi.org/10.33965/ac2019_201912c030","url":null,"abstract":"Successful assessment of the geolocation of photography can be used in many interesting projects, although this is an extremely difficult task. The article is devoted to the development of an approach to the creation of a hybrid intellectual system for determining the location of objects from their photographs. The analysis of existing approaches to the assessment of geolocation of photographs was carried out; a generalized structure of the hybrid intelligent system for determining the location of objects from their photographs was proposed. To assess the location, it is proposed to analyze both the data on the GPS coordinates of the original photo and those similar to it, and the classification of objects in the photo: city, nature. Geolocation is considered as a classification problem when the earth's surface is divided into disjoint adjacent cells.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127603979","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
SPECIFICATION OF AN INTERNET ARCHITECTURE OF THINGS FOR A GRAIN TRACEABILITY FRAMEWORK 谷物可追溯性框架的Internet体系结构规范
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912r039
Luma Alves Lopes, M. S. M. G. Vaz
{"title":"SPECIFICATION OF AN INTERNET ARCHITECTURE OF THINGS FOR A GRAIN TRACEABILITY FRAMEWORK","authors":"Luma Alves Lopes, M. S. M. G. Vaz","doi":"10.33965/ac2019_201912r039","DOIUrl":"https://doi.org/10.33965/ac2019_201912r039","url":null,"abstract":"Obtaining correct and timely information is important for the agricultural area because it enables safer activities to be carried out in a strategic and operational context. Because data represents the main support for decision making, an efficient traceability process must ensure that the data to be tracked is in line with reality. With Internet of Things and real-time data availability, you can have accurate and reliable decision-making by enabling smart tools to collect data automatically and send it to the traceability system. The purpose of this paperwork is to specify an Internet Architecture of Things for a grain traceability framework. The proposed model considers the specifications of the RastroGrão framework and the Internet reference of Things of the Internet of Things Architecture project. The model obtained reduces human error and provides food safety.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127565908","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
DECENTRALIZED DATA PROCESSING ON THE EDGE – ACCESSING WIRELESS SENSOR NETWORKS WITH EDGE COMPUTING 边缘上的分散数据处理——使用边缘计算访问无线传感器网络
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912c034
Henry-Norbert Cocos, David Merkl
{"title":"DECENTRALIZED DATA PROCESSING ON THE EDGE – ACCESSING WIRELESS SENSOR NETWORKS WITH EDGE COMPUTING","authors":"Henry-Norbert Cocos, David Merkl","doi":"10.33965/ac2019_201912c034","DOIUrl":"https://doi.org/10.33965/ac2019_201912c034","url":null,"abstract":"Wireless Sensor Networks usually lack the proper hardware resources to analyze and visualize the gathered data by its sensors. In general, within such networks the recorded data is just forwarded to a database. There servers with more resources can access the data, to realize monitoring, visualization and statistical analysis. Therefore as an addition to such WSNs an edge computing approach is proposed, where some of the compute-intensive tasks are outsourced into sub layers. This will be applied on a sensor network, which measures several physical quantities to determine the indoor air quality.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125042101","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
A FIRST STEP TOWARDS A FUZZY FRAMEWORK FOR ANALYZING COLLECTIONS OF JSON DOCUMENTS 这是构建用于分析json文档集合的模糊框架的第一步
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912l003
G. Psaila, S. Marrara
{"title":"A FIRST STEP TOWARDS A FUZZY FRAMEWORK FOR ANALYZING COLLECTIONS OF JSON DOCUMENTS","authors":"G. Psaila, S. Marrara","doi":"10.33965/ac2019_201912l003","DOIUrl":"https://doi.org/10.33965/ac2019_201912l003","url":null,"abstract":"JSON is a light-weight format for data interchange on the Web, widely adopted by most portals to make their data collections accessible through APIs, each one providing their own data structures. The consequence is that different data sets, even related to the same domain, may have different structures, even though they describe the same information. Thus, analysts must collect and face heterogeneous data structures during the analysis process. Although JSON stores are schema free by definition, their query languages still lack suitable constructs for flexibly querying heterogeneous repositories of JSON documents by expressing linguistic and/or imprecise predicates. In this work, we try to define a first proposal for a flexible query language, based on J-CO-QL, aimed at exploiting the flexibility offered by Fuzzy Set Theory to exploit imprecise (linguistic) concepts or to deal with uncertainty. J-CO-QL is the query language of the J-CO framework, designed to query and transform large and heterogeneous JSON data sets.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123778550","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
FAKE REVIEWS DETECTION BASED ON BOTH THE REVIEW AND THE REVIEWER FEATURES UNDER BELIEF FUNCTION THEORY 基于信念函数理论的评论特征和评论者特征的虚假评论检测
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912l015
Malika Ben Khalifa, Zied Elouedi, E. Lefevre
{"title":"FAKE REVIEWS DETECTION BASED ON BOTH THE REVIEW AND THE REVIEWER FEATURES UNDER BELIEF FUNCTION THEORY","authors":"Malika Ben Khalifa, Zied Elouedi, E. Lefevre","doi":"10.33965/ac2019_201912l015","DOIUrl":"https://doi.org/10.33965/ac2019_201912l015","url":null,"abstract":"The online reviews play an increasingly spreading role in consumer purchasing decisions and they are also considered as one of the most powerful source of information for companies. Due to this attraction, manufacturers and retailers rely on spammers to promote their own products and demote the competitors’ one by posting fake reviews. Therefore, it is essential to detect deceptive reviews in order to ensure customers confidence and to maintain companies' fair competition. To tackle this problem, we propose a new approach able to spot spam reviews relying both on the rating reviews and the different spammers' indicators under the belief function framework. This method treats uncertainty in the given reviews also in the reviewers' information to take into account each reviewer spamicity when making decision. Experiments are conducted on two real-world review data-sets from Yelp.com with filtered (spam) and recommended (non-spam) reviews to demonstrate our method the effectiveness.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122925095","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
EXPLOITING PRIOR KNOWLEDGE FOR EVALUATING CBR SYSTEMS USING A COVERAGE & CONSTRAINED EVIDENTIAL CLUSTERING BASED MODEL 利用基于覆盖和约束证据聚类模型的先验知识来评估CBR系统
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912l021
S. B. Ayed, Zied Elouedi, E. Lefevre
{"title":"EXPLOITING PRIOR KNOWLEDGE FOR EVALUATING CBR SYSTEMS USING A COVERAGE & CONSTRAINED EVIDENTIAL CLUSTERING BASED MODEL","authors":"S. B. Ayed, Zied Elouedi, E. Lefevre","doi":"10.33965/ac2019_201912l021","DOIUrl":"https://doi.org/10.33965/ac2019_201912l021","url":null,"abstract":"Knowledge resource evaluation presents a concern of widespread interest in intelligent and knowledge management systems. For instance, the competence of Case Based Reasoning (CBR) systems in solving new problems depends mainly on the concept of cases coverage of the problem space. In this paper, we propose a new model for Case Base competence estimation that is based on cases coverage and partitioning, and enables the exploitation of available prior knowledge. This kind of background, which is handled in form of pairwise constraints, may be offered by domain-experts to aid the automated learning process. Actually, it is also important to manage the uncertainty involved by CBR systems' knowledge, since they reflect real-world situations. Our proposal tackles this latter problem under the belief function framework.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"121 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127635340","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
GENETIC ALGORITHM WITH MODIFIED OPERATORS FOR AN INTEGRATED TRAVELING SALESMAN AND COVERAGE PATH PLANNING PROBLEM 综合旅行商与覆盖路径规划问题的改进算子遗传算法
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912l025
W. Tung, Jing-Sin Liu
{"title":"GENETIC ALGORITHM WITH MODIFIED OPERATORS FOR AN INTEGRATED TRAVELING SALESMAN AND COVERAGE PATH PLANNING PROBLEM","authors":"W. Tung, Jing-Sin Liu","doi":"10.33965/ac2019_201912l025","DOIUrl":"https://doi.org/10.33965/ac2019_201912l025","url":null,"abstract":"","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126772609","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
EDUCATION IN SMART CITIES: PRACTICES AND CHALLENGES 智慧城市的教育:实践与挑战
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912c032
A. Molnar
{"title":"EDUCATION IN SMART CITIES: PRACTICES AND CHALLENGES","authors":"A. Molnar","doi":"10.33965/ac2019_201912c032","DOIUrl":"https://doi.org/10.33965/ac2019_201912c032","url":null,"abstract":"Education is one of the main services offered by the government. Within the advent of smart cities, smart education is defined as the education strategy for smart cities and the concept is becoming more popular with the advent of smart cities. This research aims to address the role of education in smart cities context by providing an overview of the current practices and discussing some of the challenges that exist in delivering education within this context. The following challenges have been identified: advocating for technology, the risk of increasing the rural-urban divide, multidisciplinary of the field and the existence of different definitions of what a smart city is.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126939742","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
A SENSOR FUSION SYSTEM IDENTIFYING COMPLEX EVENTS FOR LOCALISATION ESTIMATION 一种用于定位估计的复杂事件识别传感器融合系统
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912c033
David Corral-Plaza, O. Reich, Erik Hübner, M. Wagner, I. Medina-Bulo
{"title":"A SENSOR FUSION SYSTEM IDENTIFYING COMPLEX EVENTS FOR LOCALISATION ESTIMATION","authors":"David Corral-Plaza, O. Reich, Erik Hübner, M. Wagner, I. Medina-Bulo","doi":"10.33965/ac2019_201912c033","DOIUrl":"https://doi.org/10.33965/ac2019_201912c033","url":null,"abstract":"The focus of this study in progress is based on a non-GPS navigation technique which can be used in an environment without any infrastructure. Our proposed system combines a Wireless Body Area Network (WBAN) consisting of different sensors with Complex Event Processing (CEP). For the identification of complex events for independent navigation three use cases are provided.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"347 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123430277","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
HYBRID CAT SWARM OPTIMIZATION SCHEME FOR NON-PREEMPTIVE SCHEDULING OF INDEPENDENT TASK IN CLOUD COMPUTING 云计算中独立任务非抢占调度的混合猫群优化方案
Proceedings of the 16th International Conference on Applied Computing 2019 Pub Date : 2019-11-07 DOI: 10.33965/ac2019_201912l008
Danlami Gabi, A. Ismail, Nasiru Muhammad Dankolo
{"title":"HYBRID CAT SWARM OPTIMIZATION SCHEME FOR NON-PREEMPTIVE SCHEDULING OF INDEPENDENT TASK IN CLOUD COMPUTING","authors":"Danlami Gabi, A. Ismail, Nasiru Muhammad Dankolo","doi":"10.33965/ac2019_201912l008","DOIUrl":"https://doi.org/10.33965/ac2019_201912l008","url":null,"abstract":"The growing number of customers that are requesting computation-based-resources to meet the increasing demand of resource hungry applications have spark a greater challenge on how effective can scheduling can be carried out at the cloud datacenters. Recent advancement in the uses of metaheuristics techniques are promising approach in scheduling resources to hungry applications, but however, are limited in their performances due to issues like premature convergence. To overcome this concern with the aim to provide an effective scheduling, we propose a non-preemptive Hybrid Cat Swarm Optimization Scheme (HCSOS) to serve as an ideal solution. In the proposed scheme, orthogonal Taguchi approach is incorporated to overcome premature convergence, and minimizes local and global imbalance, while Pareto dominant strategy is used for providing customers with the option of selecting their service preferences. The results of the simulation on CloudSim tool show that our proposed scheme compared to the benchmarked schemes can achieve a minimum total execution time and cost (with up to 42.87%, 35.47%, 25.49% and 38.62%, 35.32%, 25.56% reduction). We further unveiled that a statistical analysis based on 95% confidence interval shows our proposed HCSOS scheme is remarkable in term of efficiency.","PeriodicalId":432605,"journal":{"name":"Proceedings of the 16th International Conference on Applied Computing 2019","volume":"445 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131599715","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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