Intelligent Software Development Environments: Integrating Natural Language Processing with the Eclipse Platform

Witte, René; Sateli, Bahar; Khamis, Ninus; Rilling, Juergen

doi:10.1007/978-3-642-21043-3_49

Cited by 10 publications

(7 citation statements)

References 11 publications

(15 reference statements)

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“…Witte et al [26] uses natural language processing to bring new levels of support to software developers. A plug-in that is integrated in the Eclipse IDE is developed, which provides quality analysis of the comments found in source code and version control commits.…”

Section: Related Workmentioning

confidence: 99%

IoTutor: How Cognitive Computing Can Be Applied to Internet of Things Education

Memeti

Pllana

Ferati

et al. 2019

IFIP Advances in Information and Communication Technology

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We present IoTutor that is a cognitive computing solution for education of students in the IoT domain. We implement the IoTutor as a platform-independent web-based application that is able to interact with users via text or speech using natural language. We train the IoTutor with selected scientific publications relevant to the IoT education. To investigate users' experience with the IoTutor, we ask a group of students taking an IoT master level course at the Linnaeus University to use the IoTutor for a period of two weeks. We ask students to express their opinions with respect to the attractiveness, perspicuity, efficiency, stimulation, and novelty of the IoTutor. The evaluation results show a trend that students express an overall positive attitude towards the IoTutor with majority of the aspects rated higher than the neutral value.

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Section: Related Workmentioning

confidence: 99%

IoTutor: How Cognitive Computing Can Be Applied to Internet of Things Education

Memeti

Pllana

Ferati

et al. 2019

IFIP Advances in Information and Communication Technology

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“…Unfortunately, we are far away from devising feasible solutions to adequately address such anomalies. Recent attempts to provide partial solutions such as the advances in search base software engineering (SBSE) [18], intelligent software engineering [19] and genetic improvement (GI) [20] are all regarded as extending helping hands to SE researchers. As the above anomalies are severe because they significantly hamper our ability to develop software systems amid the fast changing faces of IoT-driven computing, I believe that we have entered another period of software crisis in the 21st century.…”

Section: Emerging Anomalies In Sementioning

confidence: 99%

Path planning for mobile robot using self-adaptive learning particle swarm optimization

Chou

2017

Sci. China Inf. Sci.

124

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In this paper, I first review the seminal work by Thomas Kuhn-The Structure of Scientific Revolutions-and elaborate my view on paradigm shifts in software engineering research and practice as it turns 50 years old in 2018. I then examine major undertakings of the computing profession since early days of modern computing, especially those done by the software engineering community as a whole. I also enumerate anomalies and crises that occurred at various stages, and the attempts to provide solutions by the software engineering professionals in the past five decades. After providing such a background, I direct readers' attention toward emerging anomalies in software engineering, at a severity level that is causing another software engineering crisis, and suggest a set of criteria for feasible solutions. The main theme of this paper is to advocate that situation analytics, equipped with necessary definitions of essential concepts including situation and intention as parts of a new computational framework, can serve as the foundation for a new software engineering paradigm named the Situation-Centric Paradigm. In this framework, situation is considered a new abstraction for computing and is clearly differentiated from the widely accepted existing abstractions, namely function and object. I argue that the software engineering professionals will inevitably move into this new paradigm, willingly or unwillingly, to empower Human-Embedded Computing (HEC) and End-User Embedded Computing (EUEC), much more than what they have done with traditional humancentered or user-centric computing altogether. In the end, I speculate that an ultimate agile method may be on the rise, and challenge readers to contemplate "what if" hundreds of thousands "end-user developers" emerge into the scene where the boundaries between end users and developers become much more blurred.

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“…This further leads to undesirable consequences, such as prolonged service development processes and additional implementation costs [6] [11].…”

Section: Introductionmentioning

confidence: 99%

“…• improved representation, sharing, searching, reasoning and reuse of data and services on the Web [5], and • automation of various web-based tasks, such as service discovery, selection, composition, choreography, orchestration, and execution [5] [6]. Nevertheless, the real-world implementation and adoption of SWS has remained limited to date.…”

Section: Introductionmentioning

confidence: 99%

“…Various major challenges that are contributing to this lack of implementation and usage have been identified [1] [7] [8] [9]. Some common issues include the lack of effective tools [4], non-integration of SWS technologies into existing technologies [10], high costs of adopting service-oriented architectures [11], steep learning curves, high complexity of prominent heavy-weight semantic models, and concerns over agreement in semantic modelling standards [6].…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

iSemServ: A model-driven approach for developing semantic web services

Mtsweni¹,

Biermann²,

Pretorius³

2014

SACJ

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The benefits of incorporating Semantic Web Services in web applications are well documented. However, both the real-world implementation and adoption of these services are still rather limited in practice. This is despite the promises that extend syntactic Web services with capabilities such as automatic service discovery, composition, and execution. Some of the barriers to the real-world implementation are the complexities and tool support related to the development of Semantic Web Services. In this article, the main challenge that is addressed is the tight coupling of existing Semantic Web Services (SWS) development platforms to specific semantic description languages and service description languages, which unintentionally lead to unbending service development environments. The main contribution in this article is therefore a model-driven approach called iSemServ that exploits mature technologies, such as UML, and model-transformation techniques for simplifying and semi-automating the development of SWS using description languages of choice, such as Web Ontology Language for Services (OWL-S) and Web Application Description Language (WADL). A design science research methodology was employed in conducting the study. The suggested approach was practically implemented as an Eclipse plug-in and evaluated based on a real-world use case scenario and comparative analysis of related solutions. The evaluation results show that our proposed solution is relevant and appropriate in aiding the semi-automatic development of SWS, albeit with a number of limitations that could be addressed by extending the proposed practical solution.

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Intelligent Software Development Environments: Integrating Natural Language Processing with the Eclipse Platform

Cited by 10 publications

References 11 publications

IoTutor: How Cognitive Computing Can Be Applied to Internet of Things Education

IoTutor: How Cognitive Computing Can Be Applied to Internet of Things Education

Path planning for mobile robot using self-adaptive learning particle swarm optimization

iSemServ: A model-driven approach for developing semantic web services

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