DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy)最新文献

Using Tags and Latent Factors in a Food Recommender System 在食品推荐系统中使用标签和潜在因素

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/2750511.2750528

Mouzhi Ge, Mehdi Elahi, Ignacio Fernández-Tobías, F. Ricci, David Massimo

{"title":"Using Tags and Latent Factors in a Food Recommender System","authors":"Mouzhi Ge, Mehdi Elahi, Ignacio Fernández-Tobías, F. Ricci, David Massimo","doi":"10.1145/2750511.2750528","DOIUrl":"https://doi.org/10.1145/2750511.2750528","url":null,"abstract":"Due to the extensive growth of food varieties, making better and healthier food choices becomes more and more complex. Most of the current food suggestion applications offer just generic advices that are not tailored to the user's personal taste. To tackle this issue, we propose in this paper a novel food recommender system that provides high quality and personalized recipe suggestions. These recommendations are generated by leveraging a data set of users' preferences expressed in the form of users' ratings and tags, which signal the food's ingredients or features that the users like. Our empirical evaluation shows that the proposed recommendation technique significantly outperforms state-of-the-art algorithms. We have found that using tags in food recommendation algorithms can significantly increase the prediction accuracy, i.e., the match of the predicted preferences with the true user's preferred recipes. Furthermore, our user study shows that our system prototype is of high usability.","PeriodicalId":91246,"journal":{"name":"DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy)","volume":"29 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72831069","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: 95

Session details: Session 5 -- Digital Prevention and Interventions 会议详情:第5部分-数字预防和干预

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/3246860

A. Tozzi

引用次数: 0

Session details: Session 7 -- Smart Health and Intelligent Ubiquitous Technologies; Knowledge Management, Web Science and Health 会议详情:第七场——智能健康和智能无处不在技术;知识管理、网络科学与健康

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/3246862

C. Röcker, C. Eccher

引用次数: 0

Multi-Modal Biological Driver Monitoring via Ubiquitous Wearable Body Sensor Network 基于可穿戴身体传感器网络的多模态生物驾驶员监测

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/2750511.2750527

O. Dehzangi, Cayce Williams

{"title":"Multi-Modal Biological Driver Monitoring via Ubiquitous Wearable Body Sensor Network","authors":"O. Dehzangi, Cayce Williams","doi":"10.1145/2750511.2750527","DOIUrl":"https://doi.org/10.1145/2750511.2750527","url":null,"abstract":"The objective of this paper is to introduce the design of the next generation driver monitoring platform to be facilitated in the semi-autonomous automotive system infrastructure. In the context of connected vehicles, this work extends current infrastructure to include real-time driver monitoring and feedback. Rather than leaving the driver out of the process, the goal is to obtain a vehicle where the degree of autonomy is continuously changed in real-time as a function of uncertainty ranges for driver biological state and behavior. The evolution and dissemination of mobile technology has created exceptional opportunities for highly detailed and personalized data collection in a far more granular and cost effective way. However, turning this potential into practice requires algorithms and methodologies to transform these raw data into actionable information. We have developed a robust driver monitoring platform consisting of automotive sensors (i.e. OBD-II) that capture the real-time information of the vehicle and driving behavior as well as a heterogeneous wearable body sensor network that collects the driver biometrics (e.g., electroencephalography (EEG) and electrocardiogram (ECG)). Accurate synchronization and storage of such multi-source heterogeneous data were also developed and validated. Finally, The task of characterizing driver distraction using EEG signals was investigated in two different road conditions as a proof of concept.","PeriodicalId":91246,"journal":{"name":"DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy)","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83433470","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: 6

E-Health in Egypt: A Brief Review 埃及的电子保健:简要回顾

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/2750511.2750538

M. Mursi, M. Salama, S. Ahmed

引用次数: 1

Attitudes To mLearning With Tablet Computers Amongst Medical Students: An Observational Study in a University Teaching Hospital 医学生对平板电脑移动学习的态度:一项大学教学医院的观察性研究

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/2750511.2750536

Adam E. Julius, Charles S. Hall, Thomas Chase, J. Chandan, Ryan Burnett, B. Phillips, B. Anagnostelis, D. Gill, B. Fernando

引用次数: 0

Kidnew: The Kidney Transplant Patient Personal Health Buddy Kidnew:肾移植患者的个人健康伙伴

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/2750511.2750539

Mary Jane B. Arcilla, Viana Celina T. Ang, Mikaela Nazarene Ochoa, C. L. Padua, Riezl E. Payawal

{"title":"Kidnew: The Kidney Transplant Patient Personal Health Buddy","authors":"Mary Jane B. Arcilla, Viana Celina T. Ang, Mikaela Nazarene Ochoa, C. L. Padua, Riezl E. Payawal","doi":"10.1145/2750511.2750539","DOIUrl":"https://doi.org/10.1145/2750511.2750539","url":null,"abstract":"In the year 2013, almost 120,000 Filipinos suffered from kidney failure or end-stage renal disease (ESRD). [3] Close to 20,000 of them are undergoing dialysis treatment [3], while a number of them opted for renal transplantation. Kidney transplant patients have to closely monitor their health for at least six to twelve months after surgery in order to prevent rejection or infections. This includes tracking medicine intake, recording vital signs and symptoms, among others. With the aid of technologies such as mHealth, health monitoring for kidney transplant patients would be more convenient. Kidnew: The Kidney Transplant Patient Personal Health Buddy is a web-based and mobile information system that aims to assist kidney transplant patients in tracking their daily health condition by monitoring their day-to-day activities. It provides doctors real-time access to patient records and generates statistical graphs for making decisions. Kidnew is a functional prototype that has gone through user-acceptance testing. Results showed that patients and doctors are satisfied with its overall design, functionality, and usability.","PeriodicalId":91246,"journal":{"name":"DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy)","volume":"28 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2015-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73929913","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: 3

Adopting Best Practices from the Games Industry in Development of Serious Games for Health 借鉴游戏行业的最佳实践开发健康类严肃游戏

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/2750511.2750513

G. Ushaw, Richard Davison, J. Eyre, G. Morgan

引用次数: 20

Assessing Patient Experience and Patient Preference when Designing Web Support for Smoking Cessation 在设计戒烟网络支持时评估患者体验和患者偏好

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/2750511.2750516

Elizabeth Sillence, Peter R. Harris, P. Briggs

引用次数: 2

Session details: Session 4 -- Big Data Analytics and Crowdsourcing for Public Health 1 会议详情:第四场——公共卫生领域的大数据分析和众包

DH'15: proceedings of the 5th International Conference on Digital Health 2015 : May 18-20, 2015, Florence, Italy. International Conference on Digital Health (5th : 2015 : Florence, Italy) Pub Date : 2015-05-18 DOI: 10.1145/3246859

P. AbdelMalik

引用次数: 0