Proceeding International Conference on Science and Engineering最新文献_第3页

Detection of Depression and Anxiety through Speech, Voice, and Sentiment Analysis 通过言语、声音和情绪分析检测抑郁和焦虑

Proceeding International Conference on Science and Engineering Pub Date : 2023-04-17 DOI: 10.52783/cienceng.v11i1.177

S. M. M. N. Y. A. C. M. R. P. V. M. Diwate, P. S. Oza, O. N. Wagh

{"title":"Detection of Depression and Anxiety through Speech, Voice, and Sentiment Analysis","authors":"S. M. M. N. Y. A. C. M. R. P. V. M. Diwate, P. S. Oza, O. N. Wagh","doi":"10.52783/cienceng.v11i1.177","DOIUrl":"https://doi.org/10.52783/cienceng.v11i1.177","url":null,"abstract":"This study investigates the potential of using speech, voice, and sentiment analysis for detecting depression and other mental health disorders among 3,995 employees in the IT sector. The study aims to explore the feasibility of using these technologies to detect mental health concerns earlier, to improve diagnosis and treatment outcomes. Participants in the study provided speech and text samples, which were analyzed using various machine-learning algorithms to identify patterns associated with depression and other mental health disorders. The results suggest that speech, voice, and sentiment analysis have the potential to be effective tools for the early detection of mental health concerns among employees in the IT sector. \u0000 However, ethical and privacy concerns must be addressed before widespread implementation of these technologies. The study highlights the importance of balancing the potential benefits of these technologies with the need to protect individual privacy and ensure the ethical use of sensitive health data. Overall, the study highlights the promise of speech, voice, and sentiment analysis in the field of mental health and the potential for these technologies to improve the lives of individuals in the IT sector and beyond.","PeriodicalId":214525,"journal":{"name":"Proceeding International Conference on Science and Engineering","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117059941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Toward Sociable City Park: The Relationship between Sociopetality of Seating Facilities Design and Communities’ Social Activity in Khon Kaen, Thailand 走向社会性城市公园:泰国孔敬区座椅设施设计的社会性与社区社会活动的关系

Proceeding International Conference on Science and Engineering Pub Date : 2023-04-17 DOI: 10.52783/cienceng.v11i1.180

Badri, Chantanee Chiranthanut

{"title":"Toward Sociable City Park: The Relationship between Sociopetality of Seating Facilities Design and Communities’ Social Activity in Khon Kaen, Thailand","authors":"Badri, Chantanee Chiranthanut","doi":"10.52783/cienceng.v11i1.180","DOIUrl":"https://doi.org/10.52783/cienceng.v11i1.180","url":null,"abstract":"Green space in urban areas, including city parks, is one of the essential components and inseparable elements of the urban structure. Not only have environmental benefits, but city parks are also beneficial for the community in social improvement, as they become places for human interaction and integration. Khon Kaen City, one of the city centers in Thailand, continues to grow from what was originally only a small rural area. Thus the existence of city parks is fundamental. Since sitting is an activity that can open opportunities for social interaction and create the vitality of urban space, the importance of creating seating that can maximize the social interaction (sociopetal) of the community in the city park is needed. However, the seating facilities in Khon Kaen city parks are dominated by linear seating characteristics that can minimize social interaction (sociofugal). This study aims to investigate the relationship between the sociopetality of seating facilities design and communities' social activity. Data on seating facilities design characteristics and communities' social activity collected through behavioral mapping in three city parks in Khon Kaen were analyzed using chi-square and odd ratio. The results showed a significant relationship between the sociopetality of seating facilities design and communities' social activity. Sociopetal seats tend to be used 2.4 times more often for social activity than individual activity. This finding can be a reference for architects, planners, and designers to increase social activity in city parks.","PeriodicalId":214525,"journal":{"name":"Proceeding International Conference on Science and Engineering","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115788997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Highly Improved Acetone Gas Sensing Performance of Mesoporous Cobaltosic Oxide Nanoparticles and Physical Mechanism 介孔氧化钴纳米颗粒丙酮气敏性能的改进及其物理机理

Proceeding International Conference on Science and Engineering Pub Date : 2023-04-17 DOI: 10.52783/cienceng.v11i1.181

Madiha Khan, Ahtisham Anjum, Muhammad Zaka, Irum M

{"title":"Highly Improved Acetone Gas Sensing Performance of Mesoporous Cobaltosic Oxide Nanoparticles and Physical Mechanism","authors":"Madiha Khan, Ahtisham Anjum, Muhammad Zaka, Irum M","doi":"10.52783/cienceng.v11i1.181","DOIUrl":"https://doi.org/10.52783/cienceng.v11i1.181","url":null,"abstract":"Mesoporous Cobaltosic oxide nanoparticles are now widely employed in a variety of applications across the world. It is both environmentally and economically favorable. It was well prepared in this study using a cost-effective thermal stirring procedure. The X-ray diffraction method at ambient temperature was used to explain the formation of single spinel structure, purity, and cat-ion distribution of the material, and the lattice constant of mesoporous Cobaltosic oxide nanoparticles was 8.23 Å. SEM and EDX examination were used to investigate phase formation, elemental content, and surface morphology. The average particle size for primitive mesoporous Cobaltosic oxide nanoparticles is 17nm. DRS determined the band gap for mesoporous Cobaltosic oxide nanoparticles to be 1.48 eV for direct band bending and 2.19 eV for indirect band gap. The sensitivities of the sample are greater due to the mesoporous-structures with a large surface area. Mesoporous Cobaltosic oxide nanoparticles have a greater specific surface area (59.63m2 g− 1), resulting in good acetone gas sensing characteristics at the optimal working temperature of 150°C. Furthermore, the sample exhibits high stability and selectivity against acetone gas. The gas-sensing mechanism is determined by comparing the sensitivity of Mesoporous Cobaltosic oxide nanoparticles to surface oxygen and acetone gas adsorption. It is the best among the top other materials, according to the results.","PeriodicalId":214525,"journal":{"name":"Proceeding International Conference on Science and Engineering","volume":"93 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117345303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Monitoring and Assistance of Physical Fitness For All Age Group 监测和协助所有年龄组的身体健康

Proceeding International Conference on Science and Engineering Pub Date : 2023-03-20 DOI: 10.52783/cienceng.v11i1.104

G. Trajano, C. G. de Oliveira, J. P. Ferreiraa

引用次数: 0

Human Face Detection and Recognition from the Video Using Deep Learning 基于深度学习的视频人脸检测与识别

Proceeding International Conference on Science and Engineering Pub Date : 2023-03-20 DOI: 10.52783/cienceng.v11i1.103

Hemlata Sinha, Sumit Roy

引用次数: 0

Convolutional Neural Networks using KERAS for Face Detection and Emotion Recognition. 基于KERAS的卷积神经网络用于人脸检测和情绪识别。

Proceeding International Conference on Science and Engineering Pub Date : 2023-03-09 DOI: 10.52783/cienceng.v11i1.89

Vishwas Machindra Sonawane

引用次数: 0

Optimizing Surplus Resources To Private Cloud 将剩余资源优化到私有云

Proceeding International Conference on Science and Engineering Pub Date : 2023-03-08 DOI: 10.52783/cienceng.v11i1.90

Harsh Oswal, Shashikant V. Athawale, Ediga Lalit Kumar, Aishwarya Pawar, Prasad Mache

引用次数: 0

Studies on Different CNN Algorithms for Face Skin Disease Classification Based on Clinical Image 基于临床图像的不同CNN面部皮肤病分类算法研究

Proceeding International Conference on Science and Engineering Pub Date : 2023-03-08 DOI: 10.52783/cienceng.v11i1.88

Dr. S. Karthikeyan, Dr. A. Kingsly Jabakumar, B. Anuradha

{"title":"Studies on Different CNN Algorithms for Face Skin Disease Classification Based on Clinical Image","authors":"Dr. S. Karthikeyan, Dr. A. Kingsly Jabakumar, B. Anuradha","doi":"10.52783/cienceng.v11i1.88","DOIUrl":"https://doi.org/10.52783/cienceng.v11i1.88","url":null,"abstract":"Skin problems not only injure physical health but also induce psychological problems, especially for patients whose faces have been damaged or even disfigured. Using smart devices, most of the people are able to obtain convenient clinical images of their face skin condition. On the other hand, the convolutional neural networks (CNNs) have achieved near or even better performance than human beings in the imaging field. Therefore, this paper studied different CNN algorithms for face skin disease classification based on the clinical images. First, from Xiangya–Derm, which is, to the best of our knowledge, China’s largest clinical image dataset of skin diseases, we established a dataset that contains 2656 face images belonging to six common skin diseases [seborrheic keratosis (SK), actinic keratosis (AK), rosacea (ROS), lupus erythematosus (LE), basal cell carcinoma (BCC), and squamous cell carcinoma (SCC)]. We performed studies using five mainstream network algorithms to classify these diseases in the dataset and compared the results. Then, we performed studies using an independent dataset of the same disease types, but from other body parts, to perform transfer learning on our models. Comparing the performances, the models that used transfer learning achieved a higher average precision and recall for almost all structures. In the test dataset, which included 388 facial images, the best model achieved 92.9%, 89.2%, and 84.3% recalls for the LE, BCC, and SK, respectively, and the mean recall and precision reached 77.0% and 70.8%","PeriodicalId":214525,"journal":{"name":"Proceeding International Conference on Science and Engineering","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116097380","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Developing Virtual Reality Apps to Enhance Tourism 开发虚拟现实应用，促进旅游业发展

Proceeding International Conference on Science and Engineering Pub Date : 2023-03-08 DOI: 10.52783/cienceng.v11i1.91

Kundan Khandare, Shashikant V Athawale

引用次数: 0

Socio-Economical Status of Inter-State Migrant Workers in Tamil Nadu 泰米尔纳德邦移民工人的社会经济地位

Proceeding International Conference on Science and Engineering Pub Date : 2023-03-06 DOI: 10.52783/cienceng.v11i1.84

S. Balraj, Dr.R. Sivakumar

{"title":"Socio-Economical Status of Inter-State Migrant Workers in Tamil Nadu","authors":"S. Balraj, Dr.R. Sivakumar","doi":"10.52783/cienceng.v11i1.84","DOIUrl":"https://doi.org/10.52783/cienceng.v11i1.84","url":null,"abstract":"Migration is an integral part of human history. It is world -wide phenomenon that affects the place of origin and destination of migrants. Migration has been understood as temporary or permanent shifting of place of labour from one region to another region, from one country to another country in a particular period of time. Migration has a number of socio-economic, cultural, political and demographic impacts on the lives of the migrant workers. There are many types of migration prevailing in India and elsewhere in the recent past, the inter-state migration has been most prevalent in the most of the Indian states. It is worthwhile to note here, the Inter-state migration poses a variety of challenges to state, for instance the state and centre government unable to keep record of data on the movement of migrant labour from one state to another state(s) or government at central and state level facing difficulties to assess their socio-economic abilities. This paper will explore the reasons for such migration, identify the socio-economic status of inter-state migrant workers and trying to frame suitable policy to enhance the livelihood of the migrant workers.","PeriodicalId":214525,"journal":{"name":"Proceeding International Conference on Science and Engineering","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122792355","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0