Commentary—Applying Machine Learning in Science Assessment: Opportunity and Challenges

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Machine Learning and Citizen Science: Opportunities and Challenges of Human-Computer Interaction

Background and Aim: In processing large data, scientists have to perform the tedious task of analyzing hefty bulk of data. Machine learning techniques are a potential solution to this problem. In citizen science, human and artificial intelligence may be unified to facilitate this effort. Considering the ambiguities in machine performance and management of user-generated data, this paper aims to...

متن کامل

Machine Learning Challenges in Mars Rover Traverse Science

The successful implementation of machine learning in autonomous rover traverse science requires addressing challenges that range from the analytical technical realm, to the fuzzy, philosophical domain of entrenched belief systems within scientists and mission managers. These challenges are many. They include helping scientists understand the benefits and risks of using machine learning onboard ...

متن کامل

Assessment in E-Learning: An Opportunity to Improve and Internalize Skills, Values and Ethics

In recent years, with the expansion of virtual education, the most important challenge that educational systems face is Assessment in e-learning, which, not only have threats, but also opportunities for this system and society. In this letter to the editor, an attempt has been made to mention some of these opportunities in the three areas of teachers, learners and educational content.

متن کامل

Open science in machine learning

We present OpenML and mldata, open science platforms that provides easy access to machine learning data, software and results to encourage further study and application. They go beyond the more traditional repositories for data sets and software packages in that they allow researchers to also easily share the results they obtained in experiments and to compare their solutions with those of others.

متن کامل

Proficiency in science: assessment challenges and opportunities.

Proficiency in science is being defined through performance expectations that intertwine science practices, cross-cutting concepts, and core content knowledge. These descriptions of what it means to know and do science pose challenges for assessment design and use, whether at the classroom instructional level or the system level for monitoring the progress of science education. There are system...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Science Education and Technology

سال: 2021

ISSN: 1059-0145,1573-1839

DOI: 10.1007/s10956-021-09902-7