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Incorporating Heterogeneous Information for Mashup Discovery with Consistent Regularization [chapter]

Yao Wan, Liang Chen, Qi Yu, Tingting Liang, Jian Wu
2016 Lecture Notes in Computer Science  
In this paper, we propose an efficient regularization framework to enhance mashup discovery by leveraging heterogeneous information network between mashups and their components.  ...  With the development of service oriented computing, web mashups which provide composite services are increasing rapidly in recent years, posing the challenge of searching appropriate mashups for a given  ...  more related mashups by incorporating the mashups and APIs' information and leveraging the heterogeneous social network between them.  ... 
doi:10.1007/978-3-319-31753-3_35 fatcat:ypnblf743bg23igefetyph7bhy

Towards WoT-based Smart Home Middleware Platform

Jeong-Sik Kim, Eung-Sung Kim, Jin-Hong Kim
2017 International Journal of Control and Automation  
Residences are transformed into smart home, incorporating embedded sensors and pervasive technology.  ...  These metrics are: 1) Device Discovery and Information Parsing Time. This includes the time needed to discover the devices and parse their service description information. 2) Main Page Response Time.  ...  mashups.  ... 
doi:10.14257/ijca.2017.10.12.16 fatcat:uf4fklzs7ngaxkb3v3selyof4i

Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective

Honghao Gao, Xi Qin, Ramon J. Duran Barroso, Walayat Hussain, Yueshen Xu, Yuyu Yin
2020 IEEE Transactions on Emerging Topics in Computational Intelligence  
We enhance the matrix factorization (MF) model with the mined implicit knowledge that are implicit relationships on both sides. We build an ensemble model by using all implicit knowledge.  ...  For example, most existing methods focus on the relation between users and APIs but neglect the valuable relations among the users or APIs themselves.  ...  Other researchers focus on the popularity of APIs and predict popularity by incorporating heterogeneous information [22] .  ... 
doi:10.1109/tetci.2020.3023155 fatcat:6k6rnxcx2bdmrdv6nowguer42m

Configuration of smart environments made simple: Combining visual modeling with semantic metadata and reasoning

Simon Mayer, Nadine Inhelder, Ruben Verborgh, Rik Van de Walle, Friedemann Mattern
2014 2014 International Conference on the Internet of Things (IOT)  
We present an approach that combines semantic metadata and reasoning with a visual modeling tool to enable the goal-driven configuration of smart environments for end users.  ...  The main advantage of the presented system is its high degree of flexibility, as service mashups can adapt to dynamic environments and are fault-tolerant with respect to individual services becoming unavailable  ...  Because these, however, do not support the functionality-based discovery of services, we instead suggest to combine semantic information about what functionality a service provides with a description of  ... 
doi:10.1109/iot.2014.7030116 dblp:conf/iot/MayerIVWM14 fatcat:uf7gwc62ybep3hrlxv2ugo2a5i

Service composition for IP smart object using realtime Web protocols: Concept and research challenges

Son N. Han, Imran Khan, Gyu Myoung Lee, Noel Crespi, Roch H. Glitho
2016 Computer Standards & Interfaces  
This article explains the practicability of the future full-IP IoT with realtime Web protocols to formally state the problem of service composition for IP smart objects, provides literature review, and  ...  Recent development of Internet Protocol (IP) stacks for resource-constrained devices unveils a possibility for the future IoT based on the stable and scalable IP technology much like today's Internet of  ...  DPWS is the only technology thus far effectively lessens the SOAP messages and incorporates the discovery and the eventing mechanisms for smart objects.  ... 
doi:10.1016/j.csi.2015.08.006 fatcat:nsrbgtkbrnfsrmb2jz7k7sgce4

Deep Learning Framework for Online Interactive Service Recommendation in Iterative Mashup Development [article]

Yutao Ma, Xiao Geng, Jian Wang, Keqing He, Dionysis Athanasopoulos
2021 arXiv   pre-print
We also design two separate models for learning interactions from the perspectives of content information and historical invocation information, respectively, as well as a hybrid model called HISR.  ...  Most of the existing service recommendation approaches are designed for mashup development in the single-round recommendation scenario.  ...  [20] proposed a framework that can acquire knowledge from a social network and incorporate the generated knowledge with user profiles to make recommendations for service discovery dynamically.  ... 
arXiv:2101.02836v1 fatcat:lgbicp3oerflfixxi76kfyhfne

Cognitive Load Balancing Approach for 6G MEC Serving IoT Mashups

Barbara Attanasio, Andriy Mazayev, Shani du Plessis, Noélia Correia
2021 Mathematics  
A crucial aspect is to make the best use of available resources for the support of an entirely new generation of services.  ...  Such intelligence is created in order to deal with the huge amount of data to be collected, analyzed and processed, from real word contexts, such as smart cities, which are evolving into dynamic and networked  ...  A poor heterogeneity in the mean strengths' distribution s i M 2 , as evidenced from the Figure 5a , is consistent with the scenario in consideration in which the nodes at the edges, which carry out the  ... 
doi:10.3390/math10010101 fatcat:gzmc7jia3zawzbfq44kst5jpcy

A Domain-Adaptable Heterogeneous Information Integration Platform: Tourism and Biomedicine Domains

Rafael Muñoz Gil, Manuel de Buenaga Rodríguez, Fernando Aparicio Galisteo, Diego Gachet Páez, Esteban García-Cuesta
2021 Information  
In recent years, information integration systems have become very popular in mashup-type applications.  ...  Information sources are normally presented in an individual and unrelated fashion, and the development of new technologies to reduce the negative effects of information dispersion is needed.  ...  Society Challenges Plan. iPHealth (TIN-2013-47153-C3-1) and MA2VICMR improving the access, analysis, and visibility of information and multilingual and multimedia content online for the Community of Madrid  ... 
doi:10.3390/info12110435 doaj:cef555647b124162836e2e03716ef347 fatcat:yf2z4j3zjzcotarhaidu6jhyu4

The Web of Things: A Survey (Invited Paper)

Deze Zeng, Song Guo, Zixue Cheng
2011 Journal of Communications  
One trend is viewing IoT as Web of Things (WoT) where the open Web standards are supported for information sharing and device interoperation.  ...  Although the concept of using embedded systems to control devices, tools and appliances has been proposed for almost decades now, with every new generation, the ever-increasing capabilities of computation  ...  On the other hand, consumers of data are heterogeneous: someone might ask for realtime information while some others might need archived data streams from the past.  ... 
doi:10.4304/jcm.6.6.424-438 fatcat:zjvwywjolnd2vjaxbeputgcdoa

User profile based activities in flexible processes

Marco Fisichella, Juri Luca De Coi, Ricardo Kawase, Maristella Matera
2012 Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics - WIMS '12  
In this paper we describe how the incorporation of decentralized user data through mashups, allows the COOPER platform to support the definition and execution of the so called user profile based activities  ...  A mashup is a Web application that combines services coming from heterogeneous sources [15] .  ...  For the adaptive version of the scenario imagine we have a Container Activity that consists in a User Pipe that gather user information provided by LinkedIn (a business-oriented professional social network  ... 
doi:10.1145/2254129.2254170 dblp:conf/wims/FisichellaCKM12 fatcat:ugrtl2bqjzbelcn2bptc27k3fe

A user-centric approach to service creation and delivery over next generation networks

Juan C. Yelmo, José M. del Álamo, Rubén Trapero, Yod-Samuel Martín
2011 Computer Communications  
Next Generation Networks (NGN) provide Telecommunications operators with the possibility to share their resources and infrastructure, facilítate the interoperability with other networks, and simplify and  ...  This paper presents a novel approach to service creation and delivery, with a platform that opens to non-technically skilled users the possibility to créate, manage and share their own convergent (NGN-based  ...  We thank all OPUCE partners for their valuable comments and proposals aiming at improving the conceptual model.  ... 
doi:10.1016/j.comcom.2010.04.002 fatcat:tm6gmb73avakngvhv55fu43kpm

Towards automated composition of convergent services: A survey

Armando Ordónez, Vidal Alcazar, Oscar Mauricio Caicedo Rendon, Paolo Falcarin, Juan C. Corrales, Lisandro Zambenedetti Granville
2015 Computer Communications  
specific case studies is complex due to the big amount of involved information and the lack of technical considerations.  ...  Thus, in this paper, we identify the relevant phases for convergent service composition and explore the existing approaches and their associated technologies for automating each phase.  ...  The mashup built (called botnet mashup) integrates dinamically botnet information collected from existing mitigation tools, such as sandboxes and antiviruses, with geographic location retrieved from online  ... 
doi:10.1016/j.comcom.2015.07.025 fatcat:zi4dxkz5snatpofsnu6fb7inpm

A Cloud-Based Internet of Things Platform for Ambient Assisted Living

Javier Cubo, Adrián Nieto, Ernesto Pimentel
2014 Sensors  
To overcome these challenges, this paper proposes a platform to manage the integration and behavior-aware orchestration of heterogeneous devices as services, stored and accessed via the cloud, with the  ...  monitor the data at run-time and react to emergency situations; and (iv) we implement and generate a novel cloud-based IoT platform of OPEN ACCESS Sensors 2014, 14 14071 behavior-aware devices as services for  ...  Challenges (1) and (2): Efficient Specification of Devices and Handling of the Composition of Heterogeneous Devices An embedded WSN [20] in the healthcare domain consists of heterogeneous components  ... 
doi:10.3390/s140814070 pmid:25093343 pmcid:PMC4179061 fatcat:267msazf35hm5farlibtt2hilq

Smart Configuration of Smart Environments

Simon Mayer, Ruben Verborgh, Matthias Kovatsch, Friedemann Mattern
2016 IEEE Transactions on Automation Science and Engineering  
We present a service composition system that enables the goal-driven configuration of smart environments for end users by combining semantic metadata and reasoning with a visual modeling tool.  ...  The main advantage of our system is its high degree of flexibility, as service mashups can adapt to dynamic environments and are fault-tolerant with respect to individual services becoming unavailable.  ...  For instance, in a smart home, many heterogeneous devices can modify the environment (e.g., smart thermostats) and provide contextual information about the home (e.g., motion sensors).  ... 
doi:10.1109/tase.2016.2533321 fatcat:eh3vyrsccngbda22gfnitedg5y

User-Aware Location Management of Prosumed Micro-services

B. Klein, D. Lopez-de-Ipina, C. Guggenmos, J. P. Velasco
2013 Interacting with computers  
Explorative field trials in Spain and Finland assessing the potential of the 'prosuming concept' were carried out for several weeks with students and IT professionals.  ...  RESEARCH HIGHLIGHTS • Location-aware computing supported by ontologies for location specification and inference • User created micro-service provision and consumption • Explorative field trials to identify  ...  Following the structure of these building blocks, templates consist of four parts: a mugglet profile for service discovery, mugglet content data, execution logic and a user interface representation (see  ... 
doi:10.1093/iwc/iwt040 fatcat:wlcf4phbcrh55eaou4yxya2egu
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