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Enhancing Decision-Making Consistency in Business Process using a Rule-Based Approach 使用基于规则的方法增强业务流程中的决策一致性
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-06-10 DOI: 10.18080/jtde.v10n2.539
Riadh Ghlala, Z. Aouina Kodia, Lamjed Ben Said
{"title":"Enhancing Decision-Making Consistency in Business Process using a Rule-Based Approach","authors":"Riadh Ghlala, Z. Aouina Kodia, Lamjed Ben Said","doi":"10.18080/jtde.v10n2.539","DOIUrl":"https://doi.org/10.18080/jtde.v10n2.539","url":null,"abstract":"Decision-making in Business Process is a real challenge, given its technical complexity and organizational impact. Mostly, decision-making is based on business rules fired by an inference engine using facts reflecting the context of the current process task. Focus on a task alone and in isolation from the rest of the process can easily lead to inconsistency in decision-making. In this paper, we aim to improve the importance of consistency of decision-making throughout the process.\u0000To fulfill this aim, our contribution is to propose Consistency Working Memory RETE (CWM-RETE): a Framework based on the Rete Algorithm as a pattern-matching algorithm to simulate inference; and MongoDB as a document-oriented database to serialize business rules. This framework enables the compatibility of decision-making throughout the business process. The experimentation is based on the Business Intelligence process as a case study and it is shown that the decision-making process can generate different results depending on whether consistency functionality is enabled or not.","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77888389","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
Editorial: Regional Communications and the Role of Satellites 社论:区域通信和卫星的作用
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-30 DOI: 10.18080/jtde.v10n1.565
L. Campbell
{"title":"Editorial: Regional Communications and the Role of Satellites","authors":"L. Campbell","doi":"10.18080/jtde.v10n1.565","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.565","url":null,"abstract":"This editorial comes in two parts: some remarks on the role of satellites for regional telecommunications; and a brief introduction to the papers in this issue.","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84882931","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
Enhancements to the Deep Learning Signal Detection Model in Non-Orthogonal Multiple Access Receivers and Noisy Channels 非正交多址接收机和噪声信道中深度学习信号检测模型的改进
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-30 DOI: 10.18080/jtde.v10n1.471
Ali Hilal Ali, Raed S. H. AL-Musawi, K. Al-Majdi
{"title":"Enhancements to the Deep Learning Signal Detection Model in Non-Orthogonal Multiple Access Receivers and Noisy Channels","authors":"Ali Hilal Ali, Raed S. H. AL-Musawi, K. Al-Majdi","doi":"10.18080/jtde.v10n1.471","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.471","url":null,"abstract":"This paper presents an enhanced deep learning-based Non-Orthogonal Multiple Access (NOMA) receiver that can mainly be used in low signal-to-noise channels. We show how a better dataset generation strategy for training Deep Learning (DL) could result in better generalization capabilities. Then, we apply hyperparameter tuning using exhaustive search to optimize the DL network. A Long-Short-Term-Memory (LSTM) DL architecture is used. The results show superior Symbol Error Rate vs Signal-to-Noise Ratio performance compared to the state-of-the-art methods such as Maximum Likelihood, Minimum Mean Square Error, and Successive Interface Cancellation, even though the network is only half as complex as previously proposed DL networks in the literature.\u0000 ","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81697046","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
The Iridium Satellite Network 铱星网络
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-30 DOI: 10.18080/jtde.v10n1.557
S. Moorhead
{"title":"The Iridium Satellite Network","authors":"S. Moorhead","doi":"10.18080/jtde.v10n1.557","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.557","url":null,"abstract":"An historic paper from 1991, republished here online, describes the features of the Iridium low earth orbit satellite system, which provided continuous line-of-sight coverage to any point on the earth’s surface via L-Band mobile handsets.\u0000 ","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78069524","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
Gavan Edmund Rosman (1934–2022)
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-30 DOI: 10.18080/jtde.v10n1.560
James Richardson, R. Ayre, P. Gerrand
{"title":"Gavan Edmund Rosman (1934–2022)","authors":"James Richardson, R. Ayre, P. Gerrand","doi":"10.18080/jtde.v10n1.560","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.560","url":null,"abstract":"Gavan Rosman was valued at the Telecom (later Telstra) Research Laboratories, Australia, for his expertise as a research engineer in radio and coaxial cable technologies and, in particular, for his pioneering work on optical fibre technologies. He was also valued for his wide-ranging intellect and gentle, satirical sense of humour. His fluency in speaking Japanese was appreciated by visiting Japanese researchers. In retirement from TRL, he worked at Optiscan Imaging in Melbourne on developing an optical endoscope.","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76705718","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
Mobile Advertising Modelling for Telecommunications Industry: Focusing on the Boosting of Value Co Creation 电信行业移动广告建模:聚焦价值共同创造的推动
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-29 DOI: 10.18080/jtde.v10n1.452
Joko Rurianto, U. Sumarwan, B. Suharjo, Nur Hasanah
{"title":"Mobile Advertising Modelling for Telecommunications Industry: Focusing on the Boosting of Value Co Creation","authors":"Joko Rurianto, U. Sumarwan, B. Suharjo, Nur Hasanah","doi":"10.18080/jtde.v10n1.452","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.452","url":null,"abstract":"The telecommunications industry has turned into social and communication-oriented services, along with declining voice services. In line with these changes, the telecommunications industry must adjust to market changes. One of the service changes that occurred was the emergence of mobile advertising services. The aim of this research is to build a mobile advertising service model that serves to form value co-creation for the industry of mobile telecommunications in Indonesia. The study used a sample of the broadband community of users from the largest mobile telecommunications provider in Indonesia. They involved their customers as part of service delivery in the company to co-create the value. The number of participants was 284. The sampling technique that was used was non-probability sampling. The data analysis was carried out using Structural Equation Modelling (SEM). The result of this study is to find a mobile advertising model for the formation of value co-creation for the industry of mobile telecommunications.\u0000 ","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80879087","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
Collaboration Principles between Telecommunication Operators and Over-The-Top (OTT) Platform Providers in the Context of the Indonesian Job Creation Regulation 电信运营商和OTT平台提供商在印尼创造就业条例背景下的合作原则
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-29 DOI: 10.18080/jtde.v10n1.461
Ahmad M. Ramli, T. S. Ramli, Ega Ramadayanti, Maudy Andreana Lestari, R. Fauzi
{"title":"Collaboration Principles between Telecommunication Operators and Over-The-Top (OTT) Platform Providers in the Context of the Indonesian Job Creation Regulation","authors":"Ahmad M. Ramli, T. S. Ramli, Ega Ramadayanti, Maudy Andreana Lestari, R. Fauzi","doi":"10.18080/jtde.v10n1.461","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.461","url":null,"abstract":"As anticipated, the existence of telecommunication regulations has become the focus of public attention as it can provide various protections. Further, the Indonesian Job Creation Law has provided new implications for the telecommunications operators in the form of Government support. Based on the principles of fairness, impartiality and non-discrimination, as well as maintaining service quality, it is expected that the telecommunications operator system in Indonesia will be able to develop and provide the best facilities in keeping with community needs. This has also opened up opportunities for the implementation of a new pattern of cooperation with the Over-The-Top (OTT) service that has been growing in popularity. This study applies a normative research method with online data collection techniques and seeks to produce an analysis, socialization and education with regards to the emergence of telecommunications operations principles, as well as the implementation of these principles in the Job Creation Law and its Implementing Regulations.","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73556193","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
Low Earth Orbit Satellite Systems 低地球轨道卫星系统
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-16 DOI: 10.18080/jtde.v10n1.552
Ruth Pritchard-Kelly, J. Costa
{"title":"Low Earth Orbit Satellite Systems","authors":"Ruth Pritchard-Kelly, J. Costa","doi":"10.18080/jtde.v10n1.552","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.552","url":null,"abstract":"Satellites have been around for many decades, yet the low Earth orbit (LEO) was avoided as the cost exceeded the demand until recently. This paper is based on a live presentation to the Australian Telecommunications Association (TelSoc) by Ruth Pritchard-Kelly, Senior Advisor on Regulatory Affairs for OneWeb, and was chaired by TelSoc Broadband Futures Group member, John Costa. This paper describes the new generation of LEO satellites, how they substantially differ from earlier satellites, and the factors now making them not only viable but increasingly indispensable as part of a global communication ecosystem. The paper then introduces OneWeb’s specific LEO plans, including details about deployment in Australia.","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80290875","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
Broadband Futures Forum: The Australian Broadband Advisory Council Agri-Tech Expert Working Group Report 宽带未来论坛:澳大利亚宽带咨询委员会农业技术专家工作组报告
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-16 DOI: 10.18080/jtde.v10n1.553
Peter Waters, Andrea Koch
{"title":"Broadband Futures Forum: The Australian Broadband Advisory Council Agri-Tech Expert Working Group Report","authors":"Peter Waters, Andrea Koch","doi":"10.18080/jtde.v10n1.553","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.553","url":null,"abstract":"On 21 October 2021, TelSoc hosted the tenth Broadband Futures Forum, held online, to discuss a report by the Australian Broadband Advisory Council (ABAC) on the future of Agricultural Technology (Agri-Tech). After an introduction by the chair of ABAC, the two co-convenors of the ABAC Expert Working Group that produced the report outlined its content. Discussion following the speeches focussed particularly on the usefulness and efficiency of local solutions to extending wireless coverage, and the role of government and private investment in regional areas.","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87632306","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
Australian AgTech
Australian Journal of Telecommunications and the Digital Economy Pub Date : 2022-03-16 DOI: 10.18080/jtde.v10n1.464
John M. Canning
{"title":"Australian AgTech","authors":"John M. Canning","doi":"10.18080/jtde.v10n1.464","DOIUrl":"https://doi.org/10.18080/jtde.v10n1.464","url":null,"abstract":"The government AgriTech Expert Working Group has provided a detailed overview of the practical challenges domestic Australian farmers have to deal with when digitising their farms through the implementation of connected sensor technologies, motivated by the predicted growth of the sector to AUD 100 billion by 2030. In addressing these issues, of which connectivity and access to wireless technologies along with unreliable sensor performances over time remain prominent, domestic regional specific solutions are sought. A key solution being relied upon are low earth orbital satellites, perhaps the only communication infrastructure that cycles over territorial boundaries and has both regulatory and technical challenges that are not widely considered. The resilience of these solutions is assessed in the context of the agricultural technology, or AgTech, market which is arguably invented and shaped by broader, global interests mostly centred where end-user populations are based. The argument is made that government policy must include the latter within a larger holistic framework, including education, when assessing the future of both agriculture and AgTech markets in Australia. At the core, the AgTech report does highlight some challenges in Australia’s wider research approach.","PeriodicalId":37752,"journal":{"name":"Australian Journal of Telecommunications and the Digital Economy","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76678746","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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