In today's rapidly evolving job market, it is crucial for universities to customize the curriculum of their programs to meet the ever-changing needs of the industry. However, the alignment of job candidates with s...
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ISBN:
(数字)9798331508913
ISBN:
(纸本)9798331508920
In today's rapidly evolving job market, it is crucial for universities to customize the curriculum of their programs to meet the ever-changing needs of the industry. However, the alignment of job candidates with suitable career paths remains a complex challenge, primarily due to the heterogeneous nature of job descriptions and applicant profiles. By aligning educational offerings with market demands, colleges and universities can design and adapt their curricula to meet the specific demands of the job market, ensuring graduates are equipped withthe right competencies. Individuals, in turn, can receive tailored career recommendations based on the skills they have gained through their academic programs, helping them identify careers that align withtheir knowledge and skills. Building on the need for aligning educational offerings with market demands, this research proposes a novel approach, named SkillBridge, to entity matching in heterogeneous datasets. Utilizing pre-trained language models, the method addresses the challenge of unlabeled datasets, which are common in real-world scenarios due to the high cost and time required for labeling. Additionally, graph representation is employed to provide visual explanations and insights into the relationships between entities, enhancing the interpretability of the proposed model. the effectiveness of this approach is demonstrated through its application to job market vacancies and university courses, where it achieves a significant improvement of about 20 % in the F1 score metric compared to the baseline model.
the realistic rendering of fire scene is one of the most challenging tasks in computergraphics. Based on GPU, the rendering of fire and smoke is studied by using particle system. the fire is treated as three parts: f...
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ISBN:
(纸本)9781424437009
the realistic rendering of fire scene is one of the most challenging tasks in computergraphics. Based on GPU, the rendering of fire and smoke is studied by using particle system. the fire is treated as three parts: fireball, flame and ember, and every part is simulated by using the respective particle system. the light reflection and scattering are realized to improve the realism of smoke simulation. the method developed in the paper has been applied successfully in the scene of maritime search and rescue simulator.
the concept of product view and the corresponding required models is a basic constituent of a product development process where shape transformations are repeatedly encountered. Here, topological and geometric issues ...
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ISBN:
(纸本)9781424437009
the concept of product view and the corresponding required models is a basic constituent of a product development process where shape transformations are repeatedly encountered. Here, topological and geometric issues are identified and major shape modeling principles are studied. As a result, some core concepts of a framework for product view integration are proposed and justified. Notions of mixed shape representation and layered topological representation are briefly outlined as part of the proposed framework. Categories of operators enabling the required shape transformations are also shortly introduced as element of the proposed framework.
In the basis of photon texture data generated by parallelized algorithm, we propose the real-time rendering algorithm. this method stores pre-computed results of photon mapping as textures before rendering, and looks ...
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ISBN:
(纸本)9781424437009
In the basis of photon texture data generated by parallelized algorithm, we propose the real-time rendering algorithm. this method stores pre-computed results of photon mapping as textures before rendering, and looks for adjacent photons by programming on GPU(graphics Processing Unit). the algorithm takes full advantage of the Computing capacity of GPU to accelerate the process of searching photon map. the experiment has proved that this algorithm can enhance efficiency of rendering for real-time interaction, also ensure rendering effect.
An algorithm for reducing control points in NURBS surface skinning is proposed in this paper. We first give a, distance estimation between the input curves and the surface that has been removed a knot. then we further...
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ISBN:
(纸本)9781424437009
An algorithm for reducing control points in NURBS surface skinning is proposed in this paper. We first give a, distance estimation between the input curves and the surface that has been removed a knot. then we further reduce the control points in NURBS surface skinning within. the given tolerance by utilizing the "residual distance". Furthermore, the algorithm is applied to simplify a NURBS surface by giving a distance estimation between the original surface and the knot-removal surface. Experimental results demonstrate the usability and quality of the proposed algorithm.
this paper proposed to get 3D process model and final part through by process language understanding and graphics understanding. Based on the characteristics and structure of the machining process language, machining ...
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ISBN:
(纸本)9781424437009
this paper proposed to get 3D process model and final part through by process language understanding and graphics understanding. Based on the characteristics and structure of the machining process language, machining process language could be represented by "four elements". then constructed the knowledge base based on ontology. through dividing the process statements into five "blocks" and extracting the process semantic information, proposed a process language understanding method. At last, combined withthe graphics understanding, we developed a prototype system and gave a case. the result showed that the method was effective.
We present a feature and parameterization approach for constructing garment surface with garment sections from human body sections. the body section is obtained from polygonal 3D human models withthe horizontal cutti...
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ISBN:
(纸本)9781424437009
We present a feature and parameterization approach for constructing garment surface with garment sections from human body sections. the body section is obtained from polygonal 3D human models withthe horizontal cutting plane based on detecting feature points on human model. then we make the interstice measure which converts from garment tolerance as the parameter to build garment sections from body sections. Garment Surface is constructed with garment sections by an improved angle synchronous method.
By the relation of oil throttle pressure to flow volume and the deformation of throttle slice, the mathematics model and target function of valves parameters optimization design was built. Based on, the CAD soft ware ...
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ISBN:
(纸本)9781424437009
By the relation of oil throttle pressure to flow volume and the deformation of throttle slice, the mathematics model and target function of valves parameters optimization design was built. Based on, the CAD soft ware of valves parameters of telescopic shock absorber was developed. A practical design withthe CAD soft ware was given, the performance test was conducted for the telescopic shock absorber designed by CAD, and the tested values fit the desired ones well. the experiment results show that the model of optimization design is accurate, and the CAD soft ware is reliable.
In China, there are some wide and environment-disgusting offshore, which is not easy for manpower or ordinary ship to monitor. What's more, ship with special materials is too expensive. this paper introduces a Hum...
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ISBN:
(纸本)9781424437009
In China, there are some wide and environment-disgusting offshore, which is not easy for manpower or ordinary ship to monitor. What's more, ship with special materials is too expensive. this paper introduces a Human-Robot named OFFSHORE_1. It's a half-intelligence robot, which can be used in the disgusting offshore environment. the robot can explore remote environment for monitoring, research and object identify;etc.. Conclusion is drawn from the experiment that this robot can overcome the defect of manpower monitoring, share cost and improve the effect of monitoring, thus implements real-time and effective monitoring of the offshore.
the Sharetouch, which is a multi-touch social interaction system, aims to enable the elderly to engage the benefits of IT and enhance their social interaction among those older persons living in the community. Unlike ...
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ISBN:
(纸本)9781424437009
the Sharetouch, which is a multi-touch social interaction system, aims to enable the elderly to engage the benefits of IT and enhance their social interaction among those older persons living in the community. Unlike most of the in-the-market digital devices, the Sharetouch attempts to merge the digital desktop and physical table into one, and has extra capabilities. Hence, a 52-inch large share-display system is developed for the purpose of accommodating multi-users simultaneously on a table surface shown in this paper.
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