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Debasis?GangulyEmail authorView author&#;s OrcID profile Gareth?J.?F.?Jones Aarón?Ramírez-de-la-Cruz Gabriela?Ramírez-de-la-Rosa Esaú?Villatoro-Tello 《Information Retrieval》2018,21(1):1-23
Automatic detection of source code plagiarism is an important research field for both the commercial software industry and within the research community. Existing methods of plagiarism detection primarily involve exhaustive pairwise document comparison, which does not scale well for large software collections. To achieve scalability, we approach the problem from an information retrieval (IR) perspective. We retrieve a ranked list of candidate documents in response to a pseudo-query representation constructed from each source code document in the collection. The challenge in source code document retrieval is that the standard bag-of-words (BoW) representation model for such documents is likely to result in many false positives being retrieved, because of the use of identical programming language specific constructs and keywords. To address this problem, we make use of an abstract syntax tree (AST) representation of the source code documents. While the IR approach is efficient, it is essentially unsupervised in nature. To further improve its effectiveness, we apply a supervised classifier (pre-trained with features extracted from sample plagiarized source code pairs) on the top ranked retrieved documents. We report experiments on the SOCO-2014 dataset comprising 12K Java source files with almost 1M lines of code. Our experiments confirm that the AST based approach produces significantly better retrieval effectiveness than a standard BoW representation, i.e., the AST based approach is able to identify a higher number of plagiarized source code documents at top ranks in response to a query source code document. The supervised classifier, trained on features extracted from sample plagiarized source code pairs, is shown to effectively filter and thus further improve the ranked list of retrieved candidate plagiarized documents. 相似文献
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This article explains the realisation and impact of tutoring on learning through a new kind of on-the-job learning method in workshops led by professional musicians. The research is a qualitative case study involving 62 upper secondary Finnish vocational music students who participated in 11 workshops. The research data consist of (a) workshop plans and personal learning goals written by the students before the workshops and (b) reflective essays about experiences after the workshops. The data were analysed using theory-oriented content analyses. In the workshop, the guidance-oriented interaction promoting learning starts at the beginning of the workshop with cooperative planning. The interaction between the students and the professional musician influenced the nature of the guidance – the professional musician was more like a colleague rather than a teacher. The students expressed that they had been able to influence the workshop goals in different phases and, thus, their professional competence had increased significantly. In vocational institutes, it is important to observe different ways of realising on-the-job learning and to develop new models of action, like the workshop method, to promote the development of students’ skills and competence. 相似文献
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Interchange - For the first time since 1968, local education authorities in Washington, D.C. embarked on a contentious process of engaging communities as part of a comprehensive revision of the... 相似文献
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Juha Karvonen Esa Peltola Hannu Näveri Matti Härkönen 《Research quarterly for exercise and sport》2013,84(1):108-110
Abstract The relative effectiveness of six intensive training programs on the development of four selected skills was studied, with emphasis on limited time encountered within the semester organizational plan. One hundred and twenty college freshmen men volunteers were randomly assigned to training groups of 30 members each, which met for two sessions a week for 16 weeks. Results indicated that: (a) direct practice jumping, alone or combined with repetitive sprinting or weight training, was significantly superior to weight training alone on standing broad jump development; (b) direct practice of a zigzag run was superior to both weight training and repetitive sprinting; and (c) when group acquisition of “adequate” skill is the objective, performance improvements educed over the first nine weeks were great enough to question the merits of persisting at an activity over a full semester. Only the zigzag run was adversely affected by the spring vacation cessation of training. 相似文献
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Brian Holmes John Downing Eva Holmes Gilbert de Landsheere Hermann Rademacker Saul B. Robinsohn Carl -Gunnar Janson John Biggs Neville Postlethwaite Ingegerd Axén Esa Santala Harold Wyndham 《International Review of Education/Internationale Zeitschrift für Erziehungswissenschaft/Revue internationale l'éducation》1965,11(3):360-378
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Esa Puukilainen Olli Ohtonen Teemu Lemmettylä Vesa Linnamo Björn Hemming Toni Laurila Salla Tapio Markku Räsänen Mikko Ritala Markku Leskelä 《Sports Engineering》2013,16(4):229-238
In this work, changes in the cross-country ski base properties resulting from stone grinding, skiing, waxing and re-stone grinding have been investigated. The surface topography, crystallinity, wettability and sliding properties of cross-country ski bases were recorded using a selection of measurement techniques: non-contact chromatic confocal microscopy, contact-type surface roughness analyser and scanning electron microscopy (topography), Raman spectroscopy (crystallinity), contact angle measurement (wettability) and a ski tester (sliding properties). The tested skis were used for 150 km and waxed 35 times. The ski base surface became smoother and the orientation and crystallisation of the base material increased. Wear decreased the hydrophobicity and increased the sliding friction. Even though re-grinding did not restore all of the ski base properties, re-grinding improved the wettability and sliding properties. The results help to optimise stone grinding interval to maintain the performance of the skis. 相似文献
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Esa Syeed 《Equity & Excellence in Education》2013,46(3-4):284-300
In cities across the country, school communities must contend with new challenges introduced by gentrification and the arrival of middle class and white families. This collaborative research study looks at schools where parent organizers are attempting to intervene in processes of gentrification that may further marginalize lower-income families of color. Based on interviews with diverse parents at three gentrifying schools, the study applies existing organizing models to urban schools undergoing racial, class, and linguistic transformations. The findings indicate that parents and organizers can develop an inclusive and equitable school community by rooting their shared identity in school/neighborhood history, emphasizing relationship building, and ensuring that parent leadership structures and practices remain responsive to lower-income families. Implications and limitations of the model also are discussed. 相似文献
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In this paper we analyse the media debate in Finland that began after the publication in Science of a survey on the public acceptance of evolution. According to the results Finland ranked 17th among 34 countries. This was unexpected in a secular high tech nation with a consistent top performance in international comparative surveys on public education. We trace the main arguments in this debate in relation to previous studies on the public understanding of science and argue that newspaper claims of declining acceptance of evolutionism in Finland were based on rather ambivalent data. Furthermore, in the debate, evolutionary theory became a metonymy for science in society. The results published in Science provided a platform for a critique of religion and alternative movements, something quite uncommon in Finnish media. Finally, the debate was taken as an opportunity to promote evolutionary psychology as a legitimate social science. 相似文献
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Ville Vesterinen Jussi Mikkola Ari Nummela Esa Hynynen Keijo Häkkinen 《Journal of sports sciences》2013,31(10):1069-1077
Abstract The aim of this study was to assess fatigue during a simulated cross-country skiing sprint competition based on skating technique. Sixteen male skiers performed a 30-m maximal skiing speed test and four 850-m heats with roller skies on a tartan track, separated by 20 min recovery between heats. Physiological variables (heart rate, blood lactate concentration, oxygen consumption), skiing velocity, and electromyography (EMG) were recorded at the beginning of the heats and at the end of each 200-m lap during the heats. Maximal skiing velocity and EMG were measured in the speed test before the simulation. No differences were observed in skiing velocity, EMG or metabolic variables between the heats. The end (820–850 m) velocities and sum-iEMG of the triceps brachii and vastus lateralis in the four heats were significantly lower than the skiing velocity and sum-iEMG in the speed test. A significant correlation was observed between mean oxygen consumption and the change in skiing velocity over the four heats. Each single heat induced considerable neuromuscular fatigue, but recovery between the heats was long enough to prevent accumulation of fatigue. The results suggest that the skiers with a high aerobic power were less fatigued throughout the simulation. 相似文献