Exploring the innovation modes and evolution of the cloud-based service using the activity theory on the basis of big data

Li, Xing; He, Jun; Hou, BingJie; Zhang, Peiyang

doi:10.1007/s10586-017-0951-z

Cited by 54 publications

(36 citation statements)

References 37 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Horizontal scaling can enhance the computing power by changing the number of servers to ensure the continuity of services. Therefore, the elastic scaling model commonly used in cloud service model is horizontal scaling [ 18 ].…”

Section: Smart Electronic Medical Blockchain and Hospital Standardized Nursing Managementmentioning

confidence: 99%

Influence of Standardized Nursing Management of Hospital Based on Smart Electronic Medical Blockchain on Nursing Quality of Digestive Endoscopy Room

Niu

2021

Journal of Healthcare Engineering

View full text Add to dashboard Cite

With the increase of the incidence rate of digestive system diseases, digestive endoscopy has become an essential measure. The nursing quality of digestive endoscopy room will have a direct impact on the examination results and treatment effect, so improving the nursing quality of digestive endoscopy room has always been the focus of attention. In this paper, the smart electronic medical blockchain technology and hospital standardized nursing management mode are combined to develop the smart medical standardized nursing management mode. Firstly, 88 patients with digestive endoscopy in a hospital from October 2018 to October 2019 were selected as the experimental subjects: 44 cases in the control group and 44 cases in the experimental group. The control group implemented the traditional management mode of digestive endoscopy room, and the experimental group implemented the standardized nursing management mode of smart medicine. The blood pressure level before and after nursing and the probability of adverse reactions in the process of nursing were counted. After nursing, the patients were asked to fill in the nursing satisfaction questionnaire, evaluate the nursing quality of nursing staff, and make statistics and comparison on the occurrence of safety events in digestive endoscopy room. After nursing, the systolic pressure drop of the experimental group was 125.36 ± 7.27 mmhg, diastolic pressure drop was 73.24 ± 4.21 mmhg, and the incidence of adverse reactions was 11.36%. The satisfaction rate of the experimental group was 15%, 29.55%, and 22.73% higher than that of the control group. The average scores of nursing skills, operation level, and examination results of nursing staff in the experimental group were 94.49, 95.12, and 95.89, respectively; the qualified rate of disinfection of digestive endoscopy room in the experimental group was 100%, the degree of cooperation between doctors and nurses was 100%, the timely rate of emergency measures was 95.45%, and the incidence of accidents was 0%. This shows that, under the standardized nursing of smart medicine, the blood pressure of patients is more stable, the incidence of adverse reactions is lower, the nursing satisfaction is higher, and the nursing quality of nursing staff and the safety of digestive endoscopy room are also improved.

show abstract

Section: Smart Electronic Medical Blockchain and Hospital Standardized Nursing Managementmentioning

confidence: 99%

Influence of Standardized Nursing Management of Hospital Based on Smart Electronic Medical Blockchain on Nursing Quality of Digestive Endoscopy Room

Niu

2021

Journal of Healthcare Engineering

View full text Add to dashboard Cite

show abstract

“…It mainly includes integration technology, recognition technology (voice, motion, and eyeball), detection technology, connection technology, and flexible screen technology. It refers to the integrated use of different technologies for identifying, detecting, connecting, and interacting cloud and storage services [6][7][8][9][10]. Wearable technology is a technology integrated in people's daily belongings, along with the daily activities of users, and users can operate at any time.…”

Section: Introductionmentioning

confidence: 99%

Application Analysis of Wearable Technology and Equipment Based on Artificial Intelligence in Volleyball

Dai

2021

Mathematical Problems in Engineering

View full text Add to dashboard Cite

Today, while people’s satisfaction with materials is high, the pursuit of health has begun and sports are becoming increasingly important. Volleyball is a good physical and mental exercise, which helps improve the health of the body. However, excessive exercise usually leads to muscle strain and more serious accidents. Therefore, how to effectively prevent excessive fatigue and sports injuries becomes more and more important. In the past, some methods of exercise fatigue detection were mostly self-assessment through some indicators, which lacked real-time and accuracy. With the advancement of smart technology, in order to better detect sports fatigue, smart wearable technology and equipment are used in volleyball. Firstly, surface electromyography signals (sEMG) are collected through wearable technology and equipment. Secondly, the signal is preprocessed to extract features that are conducive to exercise fatigue assessment. Finally, a motion fatigue detection algorithm is designed to identify and classify features and evaluate the motion status in real-time. The simulation results show that it is feasible to collect ECG signals and EMG signals to detect exercise fatigue. The algorithm has good recognition performance, can evaluate exercise conditions in real-time, and prevent fatigue and injury during exercise.

show abstract

“…Artificial intelligence itself can not have an impact on teaching, but it can be transformed into a medium or tool used by teachers to play a role in education and teaching. e artificial intelligence teaching platform uses big data, cloud computing, and other technologies to realize the comprehensive docking function of teachers, students, and parents [20].…”

Section: Hybrid Teaching Of Artificial Intelligence and Flippedmentioning

confidence: 99%

Blended Teaching Design of College Students’ Mental Health Education Course Based on Artificial Intelligence Flipped Class

Shan

Liu

2021

Mathematical Problems in Engineering

View full text Add to dashboard Cite

The current education methods are mostly based on test-oriented education and rarely really care about the content of students’ concerns, and flipped psychological education methods have appeared in some areas. The main purpose of this thesis is to combine artificial intelligence and flipped classroom psychology. This article mainly introduces the characteristics of artificial intelligence and the definition of flipped classroom. What are the advantages of the intelligent teaching platform compared to traditional teaching? This article selects key 1 class, key 2 class, key 3 class, and key 4 class from the students of our school. Groups A1 and B1 conduct a semester of artificial intelligence combined with the concept of flipped classroom psychology. Groups A2 and B2 teach students in accordance with traditional teaching. The experimental results show that the proportion of groups A1 and B1 increased by 8.2% and 8.14%. The midterm and final average scores of groups A1 and B1 are 10.87, 7.2, 14.13, and 12.2 points higher than those of groups A2 and B2, and their scores have increased by 10.3% and 7.02%, 12.4%, and 11.9%. The mental health education course effect of artificial intelligence and flipped classroom psychology can more stimulate students’ interest and promote the improvement of students’ performance through autonomous learning.

show abstract

Exploring the innovation modes and evolution of the cloud-based service using the activity theory on the basis of big data

Cited by 54 publications

References 37 publications

Influence of Standardized Nursing Management of Hospital Based on Smart Electronic Medical Blockchain on Nursing Quality of Digestive Endoscopy Room

Influence of Standardized Nursing Management of Hospital Based on Smart Electronic Medical Blockchain on Nursing Quality of Digestive Endoscopy Room

Application Analysis of Wearable Technology and Equipment Based on Artificial Intelligence in Volleyball

Blended Teaching Design of College Students’ Mental Health Education Course Based on Artificial Intelligence Flipped Class

Contact Info

Product

Resources

About