scholarly journals Optimization Analysis of Knowledge Label Personalized Dynamic Recommendation System Based on Artificial Intelligence Algorithm

2022 ◽  
Vol 2146 (1) ◽  
pp. 012027
Author(s):  
Yang Sun
Keyword(s):  
3D Modeling ◽  
Recommendation System ◽  
Environmental Design ◽  
Reconstruction Method ◽  
Environment Design ◽  
Optimization Analysis ◽  
Interactive Environment ◽  
Computer Aided ◽  
Artificial Intelligence Algorithm ◽  
Analysis Of Knowledge

Abstract There are many p roblems and shortcomings in traditional 3D modeling tech of environment design, and there is a great room for amelioration in reconstruction method and reconstruction precision. As an intelligent means integrating computer, info network and big data, CAD can create a more experiential and interactive environment design atmosphere. Based on this, this paper first analyses the concept and connotation of 3D modeling of environmental design, then studies the computer-aided environment design, and finally gives the 3D modeling tech of computer-aided environmental design.

Creating by Imagining: Use of Natural and Intuitive BCI in 3D CAD Modeling

2013 ◽  
Author(s):  
Sree Shankar S. ◽  
Anoop Verma ◽  
Rahul Rai
Keyword(s):  
3D Modeling ◽  
Signal Acquisition ◽  
Natural Interaction ◽  
Brain Wave ◽  
3D Cad ◽  
Facial Movements ◽  
Brain Signals ◽  
Computer Aided ◽  
Cad Models ◽  
Google Sketchup

Since its inception, computer aided 3D modeling has primarily relied on the Windows, Icons, Menus, Pointer (WIMP) user interface. WIMP has rarely been able to tap into the natural intuitiveness and imagination of the user which accompanies any design process. Brain-computer interface (BCI) is a novel modality that uses the brain signals of a user to enable natural and intuitive interaction with an external device. The BCI’s potential to become an important modality of natural interaction for 3D modeling is almost limitless and unexplored. In theory, using BCI one can create any 3D model by simply thinking about it. This paper presents a basic framework for using BCI as an interface for computer aided 3D modeling. This framework involves the task of recording and recognizing electroencephalogram (EEG) brain wave patterns and electromyogram (EMG) signals corresponding to facial movements. The recognized EEG/EMG brain signals and associated keystrokes are used to activate/control different commands of a CAD package. Eight sample CAD models are created using the Emotiv EEG head set based BCI interface and Google SketchUp and presented to demonstrate the efficacy of the developed system based on the framework. To further exhibit BCI’s usability, human factor studies have been carried out on subjects from different backgrounds. Based on preliminary results, it is concluded that EEG/EMG based BCI is suitable for computer aided 3D modeling purposes. Issues in signal acquisition, system flexibility, integration with other modalities, and data collection are also discussed.

Computer-Aided Learning Support for Environmental Design Students

1987 ◽  
Vol 31 (8) ◽  
pp. 889-893 ◽  
Author(s):  
Stephen Brown
Keyword(s):  
Learning Styles ◽  
Human Factors ◽  
Environmental Design ◽  
Experimental System ◽  
Electronic Media ◽  
Learning Support ◽  
Cad Systems ◽  
Computer Aided ◽  
Design Students ◽  
Computer Aided Learning

Intelligent CAD systems could be a useful vehicle for disseminating Human Factors principles among non Human Factors designers. Limitations of current CAD systems are discussed and an experimental system is described. It is suggested that future CAD systems should be less than expert, should be responsive to different learning styles and should employ a variety of electronic media at the user interface.

Computer Aided Design of a New Universal Clamping Mechanism

2014 ◽  
Vol 597 ◽  
pp. 417-420
Author(s):  
Jeremy Zheng Li
Keyword(s):  
3D Modeling ◽  
Computer Aided Design ◽  
High Speed ◽  
Manufacturing Industry ◽  
Cost Effective ◽  
Geometrical Shape ◽  
Automated Production ◽  
Computer Aided ◽  
New Type ◽  
Aided Design

The tooling and fixture play important roles in manufacturing and production. It affects both product quality and quantity. Better tooling and fixture can also promote cost-effective manufacturing process. This paper introduces a new type of universal clamping mechanism based on computer-aided 3D modeling, engineering structural analysis, and prototype testing. It can be applied to easily and reliably clamp different geometrical shape of work pieces per user requirements. This new clamping mechanism, with less moving components, can assist manufacturing industry for high speed production, easy part handling, precise clamping, and lower tooling cost. Keywords: Computer-aided design, automated production, 3D modeling, cost-effective, high speed manufacturing, engineering analysis, optimization, efficient;

scholarly journals A Method for Tooth Model Reconstruction Based on Integration of Multimodal Images

2018 ◽  
Vol 2018 ◽  
pp. 1-8 ◽  
Author(s):  
Xinwen Zhou ◽  
Yangzhou Gan ◽  
Jing Xiong ◽  
Dongxia Zhang ◽  
Qunfei Zhao ◽  
...  
Keyword(s):  
Computed Tomography ◽  
Orthodontic Treatment ◽  
Ct Images ◽  
Ct Scans ◽  
Reconstruction Method ◽  
Model Reconstruction ◽  
Crown Area ◽  
Computer Aided ◽  
Multimodal Images ◽  
Reconstructed Model

A complete digital tooth model is needed for computer-aided orthodontic treatment. However, current methods mainly use computed tomography (CT) images to reconstruct the tooth model which may require multiple CT scans during orthodontic progress, and the reconstructed model is also inaccurate in crown area. This study developed a tooth model reconstruction method based on integration of CT images and laser scan images to overcome these disadvantages. In the method, crown models and complete tooth models are first reconstructed, respectively, from laser scan images and CT images. Then, crown models from laser scan images and tooth models from CT images are registered. Finally, the crown from laser scan images and root from CT images were fused to obtain a new tooth model. Experimental results verified that the developed method is effective to generate the complete tooth model by integrating CT images and laser scan images. Using the proposed method, the reconstructed models provide more accurate crown than CT images, and it is feasible to obtain complete tooth models at any stage of orthodontic treatment by using one CT scan at the pretreatment stage and one laser scan at that stage to avoid multiple CT scans.

Research on Landscape Environmental Design of Universal Design

2011 ◽  
Vol 71-78 ◽  
pp. 4756-4759
Author(s):  
Dan Zhang
Keyword(s):  
Design Theory ◽  
Design Principle ◽  
Universal Design ◽  
Minority Groups ◽  
Environmental Design ◽  
Environment Design ◽  
Specific Behavior ◽  
User Friendly

In this article, one kind of feasibility design theory and the method is presented. It is on base of the advanced universal design, showing concern to the minority groups, and also by the user-friendly principle. The method is to satisfy the minority groups the specific behavior demand; moreover the paper explores the construction landscape environment design principle and arrives on some suggestion.

A Dual Environment for 3D Modeling With User-Defined Freeform Features

2009 ◽  
Vol 9 (2) ◽  
Author(s):  
Thomas R. Langerak ◽  
Joris S. M. Vergeest
Keyword(s):  
3D Modeling ◽  
Computer Aided Design ◽  
Target Surface ◽  
Feature Modeling ◽  
Dynamic Feature ◽  
Design Features ◽  
Computer Aided ◽  
Definition Of ◽  
High Level ◽  
Aided Design

Modeling with freeform features has become the standard in computer-aided design. Features offer a high-level approach to modeling shapes. However, in most commercial modeling packages, only a static set of freeform features is available. A new method for user-driven feature definition is presented, as well as a method to instantiate these user-defined features on a target surface. We propose the concept of a dual environment, in which the definition of a feature is maintained parallel to its instance on a target surface. This dual environment enables dynamic feature modeling, in which the user is able to change the definition of instantiated features on-the-fly.

Computer-Aided Three-Dimensional Reconstruction and Measurement of the round Window and its Membrane

1989 ◽  
Vol 101 (5) ◽  
pp. 517-521 ◽  
Author(s):  
Haruo Takahashi ◽  
Akira Takagi ◽  
Isamu Sando
Keyword(s):  
Surface Area ◽  
Round Window ◽  
Three Dimensional ◽  
Round Window Membrane ◽  
Reconstruction Method ◽  
Three Dimensional Reconstruction ◽  
Maximal Diameter ◽  
Computer Aided ◽  
Dimensional Reconstruction ◽  
Temporal Bones

This study was performed to clarify the complex three-dimensional shape of the round window and its membrane, and to measure these structures by using the computer-aided three-dimensional reconstruction method we developed. The equipment used included a personal computer, a high-resolution, 14-Inch color monitor, and a digitizer. Materials consisted of five normal temporal bones obtained from five individuals with negative otologic histories who had been 5 months and 14, 15, 18, and 59 years old at death. Round window membranes were found to be convex to the middle ear side when viewed in the coronal plane, but to be concave when viewed in the sagittal plane; thus the membrane in most cases seemed to be shaped like a saddle, tapered toward the vestibular end. The average maximal diameter, sagittal length, horizontal width, and surface area of the round window were 2.32 ± 0.19 mm, 2.08 ± 0.22 mm, 1.76 ± 0.10 mm, and 2.70 ± 0.43 mm2, respectively. The average surface area of the round window membrane was 2.98 ± 0.43 mm2.

scholarly journals Hybrid modeling in CAD

2015 ◽  
Vol 2 (1(2)) ◽  
pp. 15 ◽  
Author(s):  
Rafał Wypysiński
Keyword(s):  
3D Modeling ◽  
Hybrid Modeling ◽  
Main Principle ◽  
Practical Applications ◽  
Computer Aided

Computer aided 3D modeling is rapidly growing field of techniques. Various mod-eling techniques are continuously developed and improved – but hybrid modeling as combination of the best features seems to be worthy of interest. This article de-scribe main principle of full hybrid modeling with examples of practical applications.

scholarly journals Optimization Analysis and Implementation of Online Wisdom Teaching Mode in Cloud Classroom Based on Data Mining and Processing

2021 ◽  
Vol 16 (01) ◽  
pp. 205
Author(s):  
Jing Gao ◽  
Xiao-Guang Yue ◽  
Lulu Hao ◽  
M. James C. Crabbe ◽  
Otilia Manta ◽  
...  
Keyword(s):  
Online Education ◽  
Online Teaching ◽  
Recommendation System ◽  
Rapid Development ◽  
Internet Technology ◽  
Personalized Recommendation ◽  
Optimization Analysis ◽  
Teaching Mode ◽  
Internet Education ◽  
Effi Ciency

The rapid development of Internet technology and information technology is rapidly changing the way people think, recognize, live, work and learn. In the context of Internet + education, the emerging learning form of a cloud classroom has emerged. Cloud classroom refers to the process in which learners use the network as a way to obtain learning objectives and learning resources, communicate with teachers and other learners through the net-work, and build their own knowledge structure. Because it breaks the boundaries of time and space, it has the characteristics of freedom, high effi-ciency and extensiveness, and is quickly accepted by learners of different ag-es and occupations. The traditional cloud classroom teaching mode has no personalized recommendation module and cannot solve an information over-load problem. Therefore, this paper proposes a cloud classroom online teach-ing system under the personalized recommendation system. The system adopts a collaborative filtering recommendation algorithm, which helps to mine the potential preferences of users and thus complete more accurate recommendations. It not only highlights the core position of personalized curriculum recommendation in the field of online education, but also makes the cloud classroom online teaching mode more intelligent and meets the needs of intelligent teaching.

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