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[Publisher information] (出版商信息)
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/services.2018.00049
{"title":"[Publisher information]","authors":"","doi":"10.1109/services.2018.00049","DOIUrl":"https://doi.org/10.1109/services.2018.00049","url":null,"abstract":"","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122596597","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
Detection of Distributed Denial of Service (DDoS) Attacks Using Artificial Intelligence on Cloud 基于云的分布式拒绝服务攻击的人工智能检测
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00031
Sabah Alzahrani, Liang Hong
{"title":"Detection of Distributed Denial of Service (DDoS) Attacks Using Artificial Intelligence on Cloud","authors":"Sabah Alzahrani, Liang Hong","doi":"10.1109/SERVICES.2018.00031","DOIUrl":"https://doi.org/10.1109/SERVICES.2018.00031","url":null,"abstract":"This research proposes a system for detecting known and unknown Distributed Denial of Service (DDoS) Attacks. The proposed system applies two different intrusion detection approaches anomaly-based distributed artificial neural networks(ANNs) and signature-based approach. The Amazon public cloud was used for running Spark as the fast cluster engine with varying cores of machines. The experiment results achieved the highest detection accuracy and detection rate comparing to signature based or neural networks-based approach.","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116025592","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: 24
IEEE Services 2018 Organizing Committee IEEE服务2018组委会
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/services.2018.00007
{"title":"IEEE Services 2018 Organizing Committee","authors":"","doi":"10.1109/services.2018.00007","DOIUrl":"https://doi.org/10.1109/services.2018.00007","url":null,"abstract":"","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114860642","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
Message from the IEEE Services 2018 General Chair 2018年IEEE服务大会主席致辞
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/services.2018.00005
{"title":"Message from the IEEE Services 2018 General Chair","authors":"","doi":"10.1109/services.2018.00005","DOIUrl":"https://doi.org/10.1109/services.2018.00005","url":null,"abstract":"","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124346076","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
Design Science Research: A Suitable Approach to Scope and Research IT Service Catalogs 设计科学研究:范围和研究IT服务目录的合适方法
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00026
F. Schorr, L. Hvam
{"title":"Design Science Research: A Suitable Approach to Scope and Research IT Service Catalogs","authors":"F. Schorr, L. Hvam","doi":"10.1109/SERVICES.2018.00026","DOIUrl":"https://doi.org/10.1109/SERVICES.2018.00026","url":null,"abstract":"Based on the best-practice framework ITIL, an IT service catalog is a system which displays all live IT services but does not manage service requests. Moreover, an IT service catalog also shows how IT services are technically realized. When implementing an IT service catalog as part of the IT service management, firms often struggle with service catalog implementation projects as it requires portfolio-wide information and knowledge about service design, service operations, the customers' use of services, service level agreements and service costing. There is a lack of existing literature on how to design an IT service catalog to fit the individual context and service offerings of companies. This concise paper proposes an approach based on design science for defining the initial design requirements for IT service catalogs. Using this approach in practice resulted in the identification and scoping of the design objectives of IT service catalogs to the needs of individual firms. Moreover, the explorative knowledge on how to design an IT service catalog has been validated by following rigorous research guidelines set out by the design science research method.","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116860018","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: 4
A Recommendation Service for Programming Study Based on Stack Overflow 基于堆栈溢出的编程学习推荐服务
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00020
Jialun Shao, Yanchun Sun
{"title":"A Recommendation Service for Programming Study Based on Stack Overflow","authors":"Jialun Shao, Yanchun Sun","doi":"10.1109/SERVICES.2018.00020","DOIUrl":"https://doi.org/10.1109/SERVICES.2018.00020","url":null,"abstract":"This paper proposes a recommendation service for programming study based on Stack Overflow from the learners' point of view. The service consists of two parts: one is to preprocess and classify the questions in Stack Overflow, and it divides all the questions into six categories according to the learners' perspective; the other part is a learning recommendation mobile application based on the data of the existing classification, historical learning data of learners, etc. We evaluate the real performance of the recommendation service, and verify the feasibility and effectiveness of the service.","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122278973","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
A Governance Metamodel for Industry 4.0 Service Collaborations 工业4.0服务协作的治理元模型
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00037
N. Kazantsev, P. Sampaio, Grigory Pishchulov, Sonia Cisneros-Cabrera, Zixu Liu, N. Mehandjiev
{"title":"A Governance Metamodel for Industry 4.0 Service Collaborations","authors":"N. Kazantsev, P. Sampaio, Grigory Pishchulov, Sonia Cisneros-Cabrera, Zixu Liu, N. Mehandjiev","doi":"10.1109/SERVICES.2018.00037","DOIUrl":"https://doi.org/10.1109/SERVICES.2018.00037","url":null,"abstract":"In Industry 4.0 scenarios, the presence of formalized and enforced governance rules helps to clarify how core and external contributors should collaborate to co-design and deliver key subsystems of the finished product. This clarity diminishes the time for establishing collaborations and facilitates tasks execution. However, current governance rules are usually more implicit than explicit and often are subject to timeconsuming negotiation before a new collaboration starts. The concept of Industry 4.0 demands higher levels of dynamism; therefore, we present the importance of governance rules in such digital marketplaces. In this short paper, we lay out the foundation for enabling the explicit definition and enforcement of governance rules by proposing a specialized Abstract Syntax Metamodel for specifying governance rules. With such a model, we aim to aid demand-driven production and logistics service collaborations between suppliers towards enabling a quicker and more predictable creation and execution of the tasks involved.","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"6 21","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120863545","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 Time-Dependent Principal Components-Based Dimension Reduction Approach to Analyzing the Influence of Product Interventions on User Engagement with Mobile Applications 基于时间相关主成分的降维方法分析产品干预对移动应用用户参与的影响
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00019
Lior Turgeman, Otis Smart
{"title":"A Time-Dependent Principal Components-Based Dimension Reduction Approach to Analyzing the Influence of Product Interventions on User Engagement with Mobile Applications","authors":"Lior Turgeman, Otis Smart","doi":"10.1109/SERVICES.2018.00019","DOIUrl":"https://doi.org/10.1109/SERVICES.2018.00019","url":null,"abstract":"We propose a new framework of identifying mobile applications interventions (e.g., updates, new features, or new versions) with positive (or negative) users' attitudes, by analyzing temporal changes in a defined set of usage metrics, yielding a general metric, a Mobile Application User Engagement (MAUE). The new metric is a linear combination of user engagement time-series metrics, accounting for the largest amount of the variance in usage data via principal component analysis (PCA). Our proposed approach has been applied to 1533651 behavioral data records of The Weather Company (TWC) IOS users, to analyze the influence of an app update that occurred during the time interval of data collection. Our results indicate that the time-dependent fluctuations of the MAUE trends for the epochs before and after the app update are characterized with a power-law decrease, where a faster decrease is observed for the time period after app update and indicates a higher MAUE score for this time period.","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130782049","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
The LRA Workbench for Composing Linked REST APIs 用于组合链接REST api的LRA工作台
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00028
Diego Serrano, Eleni Stroulia
{"title":"The LRA Workbench for Composing Linked REST APIs","authors":"Diego Serrano, Eleni Stroulia","doi":"10.1109/SERVICES.2018.00028","DOIUrl":"https://doi.org/10.1109/SERVICES.2018.00028","url":null,"abstract":"The number of Web APIs for accessing information and services is continuously increasing, and yet, no tools exist to automate the process of invoking these APIs and composing their responses, which can be time consuming and error prone. In our previous work, we described LRA (Linked REST APIs) [1], a middleware that enables the automatic composition of REST APIs. Although this automation represents a great opportunity to systematize and improve the quality of the process of using Web APIs, LRA's reliance on SPARQL as the user-interaction model may hinder its adoption. Hence, based upon previous work on Linked Data query systems, in this paper we present a tool that takes advantage of the emergent schema of Web API descriptions, in order to simplify the formulation of LRA-compliant queries.","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133596924","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 Knowledge Representation of Cloud Data Controls for EU GDPR Compliance 欧盟GDPR合规性的云数据控制知识表示
2018 IEEE World Congress on Services (SERVICES) Pub Date : 2018-07-01 DOI: 10.1109/SERVICES.2018.00036
Lavanya Elluri, K. Joshi
{"title":"A Knowledge Representation of Cloud Data Controls for EU GDPR Compliance","authors":"Lavanya Elluri, K. Joshi","doi":"10.1109/SERVICES.2018.00036","DOIUrl":"https://doi.org/10.1109/SERVICES.2018.00036","url":null,"abstract":"The rollout of European Union's General Data Protection Regulation (EU GDPR) will have a far-reaching effect on Cloud data privacy and compliance for both the Cloud Service Providers (Data Providers) and the Consumers (Data Consumers). GDPR mandates that organizations collecting and processing information related to EU citizens adhere to its articles irrespective of where they are located or where the data is stored. This regulation is currently available only in the textual format and so requires significant manual effort to ensure its compliance. We have developed a semantically rich Ontology (or knowledge graph) to represent the rules and regulations mandated for both the cloud data consumers and providers by EU GDPR. In the Ontology, we have identified the different roles and their corresponding obligations under the GDPR articles. This knowledge graph, that is available in public domain, is machine processable and will help in automating EU GDPR regulation compliance.","PeriodicalId":130225,"journal":{"name":"2018 IEEE World Congress on Services (SERVICES)","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114095469","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: 21
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