Conversational agents for academically productive talk: a comparison of directed and undirected agent interventions

Conversational agents that draw on the framework of academically productive talk (APT) have been lately shown to be effective in helping learners sustain productive forms of peer dialogue in diverse learning settings. Yet, literature suggests that more research is required on how learners respond to and benefit from such flexible agents in order to fine-tune the design of automated APT intervention modes and, thus, enhance agent pedagogical efficacy. Building on this line of research, this work explores the impact of a configurable APT agent that prompts peers to build on prior knowledge and logically connect their contributions to important domain concepts discussed in class. A total of 96 computer science students engaged in a dialogue-based activity in the context of a Human-Computer Interaction (HCI) university course. During the activity, students worked online in dyads to accomplish a learning task. The study compares three conditions: students who collaborated without any agent interference (control), students who received undirected agent interventions that addressed both peers in the dyad (U treatment), and students who received directed agent interventions addressing a particular learner instead of the dyad (D treatment). The results suggest that although both agent intervention methods can improve students’ learning outcomes and dyad in-task performance, the directed one is more effective than the undirected one in enhancing individual domain knowledge acquisition and explicit reasoning. Furthermore, findings show that the positive effect of the agent on dyad performance is mediated by the frequency of students’ contributions displaying explicit reasoning, while most students perceive agent involvement favorably.     

A Proof Environment for Teaching Mathematics

The EPGY Theorem Proving Environment is a computer program used by students to write mathematical proofs in a selection of computer-based, proof-intensive mathematics courses at the high-school and university level. The system allows easy input of mathematical expressions, application of standard proof strategies and logical inference rules, application of mathematical rules, and verification of logical inference. Each course has its own language, database of theorems, and mathematical rules. The system uses a combination of automated reasoning and symbolic computation to verify individual proof steps. The proof environment has been used by over 170 students who have taken the EPGY high-school geometry course. In addition to providing a general overview of the system, we describe what we have learned from student use of the Theorem Proving Environment in the EPGY geometry course.     

A program development for a university course in geometric modeling

A detailed outline for a university course in geometric modeling is given in this paper. The course has been taught at the University of South Florida as an interdisciplinary course offered to engineering, computer science, mathematics, and art students.     

Students' mathematics word problem‐solving achievement in a computer‐based story

The purpose of this study was to investigate the effect of a computer‐based story, which was designed in anchored instruction framework, on sixth‐grade students' mathematics word problem‐solving achievement. Problems were embedded in a story presented on a computer as computer story, and then compared with the paper‐based version of the same story and to a condition that presented the problems as typical, isolated word problems (i.e., a non‐story condition including only problems). One hundred twenty‐eight sixth‐grade students from two public middle schools in Turkey participated in this study. In a pretest–posttest experimental design, students were randomly assigned to one of the treatment groups mentioned earlier in which they solved the same mathematics word problems. A one‐way analysis of covariance was used to analyse students' achievement in the treatment groups. The results indicated that students who solved the problems in the computer story treatment had significantly higher achievement scores than students who solved the problems in the paper story and isolated word problems treatments. In addition, the story was found to be significantly more effective than the non‐story treatment when it was presented on computer.     

Linear syntax for communicating elementary mathematics

We consider computer aided assessment (CAA) of mathematics in which a student provides an answer in the form of a mathematical expression. A common approach is for CAA system implementors to adopt a linear syntax to allow students to communicate their answer to the machine. In this paper we consider the problems students encounter when mediating between (i) traditional mathematical notation and (ii) the requirements of a strict computer algebra system (CAS) syntax. We compare the linear syntaxes of five commonly used general purpose CAS, and report surprising variety even at the elementary levels.     

Adapting to changing expectations: Post-graduate students’ experience of an e-learning tax program

In response to the impact of information and communication technology on traditional business and commerce practices, and the empowerment of individuals by the growth of information available on the Internet, educators are challenged to adapt the curricula and delivery modes of educational programs for knowledge workers, such as tax accountants. Today’s tax accountants are expected to be computer and information literate, and are valued for their critical thinking skills based on subject knowledge. This article evaluates the implementation of an e-learning Masters Program in Taxation in South Africa based on the feedback from students. Three criteria are used: the use of technology, the learning design, and flexibility of the tax program. Students reacted positively to the use of technology, but expressed concern about the lack of interaction between students, and between students and teachers. The author argues that the choice of technologies, the outsourcing of teaching services, and the program facilitator’s teaching approach emulate the face-to-face tax program and therefore still support a teacher-centered teaching and learning approach. Students and teachers who are used to a traditional teacher-centered teaching and learning approach often measure the quality of a learning experience by the amount of information transmitted by a subject expert. Getting students to take responsibility for their own learning poses a bigger challenge than improving students’ computer and information skills. Several recommendations are made to improve e-learning programs that will produce self-directed, lifelong learners who can be productive in an information-based economy.     

University students’ notebook computer use

Recent evidence suggests that university students are self-reporting experiencing musculoskeletal discomfort with computer use similar to levels reported by adult workers. The objective of this study was to determine how university students use notebook computers and to determine what ergonomic strategies might be effective in reducing self-reported musculoskeletal discomfort in this population. Two hundred and eighty-nine university students randomly assigned to one of three towers by the university's Office of Housing participated in this study. The results of this investigation showed a significant reduction in self-reported notebook computer-related discomfort from pre- and post-survey in participants who received notebook computer accessories and in those who received accessories and participatory ergonomics training. A significant increase in post-survey rest breaks was seen. There was a significant correlation between self-reported computer usage and the amount measured using computer usage software (odometer). More research is needed however to determine the most effective ergonomics intervention for university students.     

论函数编程技术在计算机数学教学中的应用

计算机数学作为计算机学科一门重要专业基础课程在计算机的教授与学习中起到承上启下的作用.随着网络时代的到来,企业、政府、个人都看到了计算机在生产生活中必不可少的作用,计算机成为生活中必不可少的东西.网络时代的发展也带动了计算机学科的发展,成为热门学科.计算机学科和数学是分不开的,因此也称为最有难度的一个学科.虽然很多学生选择计算机学科,但是在实际课堂教育中,学生的听课效率却不如预期,主要因为计算机数学内容理论性很强,而且一些概念知识很抽象,让学生很难理解,从而对学科内容不感兴趣.函数编程技术在教学中应用,对计算机数学的学习起到了辅助作用,让学生可以利用这种编程语言了解计算机数学的一些抽象性概念,更好的在实践中运用计算机数学.函数编程技术在计算机数学中应用,使得死板的理论学科变得稍显活泼,这回让学生对该学科更感兴趣,带动学生积极主动地学习.     

The impact of computer‐based instruction on the development of EFL learners' writing skills

The current study investigated the application and effectiveness of computer assisted language learning (CALL) in teaching academic writing to Iranian EFL (English as a Foreign Language) learners by means of Microsoft Word Office. To this end, 44 sophomore intermediate university students majoring in English Language and Literature at an Iranian university who had enrolled in a course called Advanced Writing were randomly divided into two groups. As a pre‐test, a pen‐and‐paper writing task was given to both groups at the beginning of the semester. The control group including 24 male and female students was taught based on traditional approach while the experimental group including 20 male and female students was taught based on CALL. At the end of one semester, a pen‐and‐paper writing task was given to both groups. The results of the post‐test revealed that the students who were exposed to computer‐based instruction outperformed their counterparts in terms of using appropriate articles, tense, plural forms and spelling. Moreover, the students in the experimental group produced paragraphs of higher quality. The findings of this study confirmed the efficacy of computer‐based instruction in the development of EFL learners' writing skills.     

Is students’ computer use at home related to their mathematical performance at school?

Recent research has provided evidence that students’ computer use at home is positively associated with their performance at school. However, most of the previous studies have failed to take into account the multiple determination of school performance and, in addition, to explain why using computers at home should benefit students’ academic achievement. The study described in this article takes a step towards filling this gap by circumventing the theoretical and methodological problems of previous research. First, we analyzed students’ home computer use and their performance in mathematics while accounting for other factors that have been found to affect students’ achievement. Second, we investigated possible differences in students’ school performance depending on how they used the computer. Based on the data from German students who took part in the Programme for International Student Assessment (PISA) in 2003, our results showed that students’ access to a computer was not linked with their performance in mathematics. In addition, it did not matter how often students used a computer at home. A positive effect on mathematical achievement was, however, observed for a small group of students who used the computer in a self-determined way that largely engaged them in problem-solving activities. Overall, the findings indicate that for the majority of students the computer had no substantial influence on their academic achievement. At the same time, the results are suggestive of ways in which performance in mathematics might be enhanced through the use of computers.     

Facebook and texting made me do it: Media-induced task-switching while studying

Electronic communication is emotionally gratifying, but how do such technological distractions impact academic learning? The current study observed 263 middle school, high school and university students studying for 15 min in their homes. Observers noted technologies present and computer windows open in the learning environment prior to studying plus a minute-by-minute assessment of on-task behavior, off-task technology use and open computer windows during studying. A questionnaire assessed study strategies, task-switching preference, technology attitudes, media usage, monthly texting and phone calling, social networking use and grade point average (GPA). Participants averaged less than six minutes on task prior to switching most often due to technological distractions including social media, texting and preference for task-switching. Having a positive attitude toward technology did not affect being on-task during studying. However, those who preferred to task-switch had more distracting technologies available and were more likely to be off-task than others. Also, those who accessed Facebook had lower GPAs than those who avoided it. Finally, students with relatively high use of study strategies were more likely to stay on-task than other students. The educational implications include allowing students short “technology breaks” to reduce distractions and teaching students metacognitive strategies regarding when interruptions negatively impact learning.     

The perils of creating a class Web site: it was the best of times,it was the …

This article explains the visual and computing demands of Web-site authoring in a junior level, undergraduate honors course at a large public university. We argue that the students in this course—highly literate and skilled in the production of conventional printed academic writing—performed much like basic writers when challenged with acquiring a broad set of new visual and computer literacy skills. We argue for the value of the illustrated essay as a halfway point for connecting our expectations of Web site authoring to students’ previous experiences with the production of printed academic discourse.     

Computer use and the gender gap: The issue of access, use, motivation, and performance

Since the beginning of computerization, it has been of interest whether there are differential effects on computer behavior, in particular in terms of computer access, computer use, and motivational variables, such as computer self-efficacy. The current research addresses the questions if the gender-related differences in this respect persist to the present day and if there is also a difference in actual performance characteristics. A sample of 48 university students (23 male) was administered a technology self-efficacy questionnaire, a survey on computer access, recorded a user diary, and turned in a computer task. Results show that the gender gap is closing as far as computer access and self-efficacy are concerned. Also, female and male students report comparable amounts of computer usage for their studies. User behavior appears to be gender-specific as males spend more time at the computer for personal purposes. There is also some evidence that male students outperform female students at a computer task (remastering of Power-Point slides). Conclusions for creating computer-based learning environments are discussed.     

基于AJAX和自动推理技术构建交互式数学Web服务

数学辅助学习平台一直是数学教育和计算机领域的研究热点。传统设计方法在教学互动、智能教育和界面友好性等环节存在若干制约因素。集成领先的AJAX思想和成熟的自动推理算法,提出新的数学Web服务系统设计方法,辅以MathML数学表示语言等多项先进技术,构建一个交互式数学Web服务学习平台。实际运行结果表明,平台具有良好的表现形式和运行性能,为使用者提供一个良好的交互式学习环境。     

Software piracy among computing students: a Bruneian scenario

Software piracy committed by university students in the western world has been published widely in various computer literature. Little is reported however about why and what proportion of students, particularly computing students, in a South East Asian Country like Brunei Darussalam, use pirated software. A survey was thus conducted among the computing students of all the higher educational institutions in Brunei Darussalam. A normative model was also developed that brought together eight factors related to student demography, nature of educational institutions and copyright laws. This model was empirically tested using 91 responses received from the survey. Several interesting findings emerged. Firstly, nearly two-thirds of the students admitted to having used pirated software. Secondly, entertainment was the prominent reason for using pirated software. Thirdly, gender, computer experience and ownership of a personal computer, were found to affect students' use of pirated software. Fourthly, even those students who supported the introduction of copyright laws committed software piracy. The implications of these findings are discussed, and are compared with some related studies. Finally, limitations of the study are mentioned, and areas of further research are identified.     

Gender differences and similarities in attitudes toward computers

Gender differences among university students in attitudes toward and involvement with computers were examined. Males were found to have taken more computer science courses, to be more knowledgeable about computer languages, to be more likely to want to major in computer science, and to have played video games more than females. There were no gender differences in reported nonvideo-game computer use or in exposure to computers in noncomputer science courses. Males and females did not differ on their reported personal interest in and enjoyment of computers. Consistent with previous research, however, males reported more comfort and confidence with computers and more positive attitudes toward mathematics than did females. Women believed more strongly than men that females should learn and are as capable of learning about computers and science as are males. It appears that these university women were as intrigued by computers as the men were. However, they were apparently somewhat inhibited from the pursuit of specialized training and careers in computer science. This inhibition may be linked to their anxiety about their own skills and to the communication, by male peers, of the attitude that women are less capable than men of learning about computers.     

数学软件MatLab在《线性代数》教学中的应用研究

《线性代数》是大学数学课程的一个重要组成部分,是大学的一门公共基础课,而且是考研的必考课程之一。如何很好地完成这门课程的教学任务而且学生能学有所用,这是每个大学数学教师面临的主要问题。在教学过程中适当地引入数学软件,不仅可以提高学生的学习兴趣,也可以使学生在以后的学习工作中真正地使用这门课程的一些基本的方法。     

Interface, instructional approach, and domain learning with a mathematics problem-solving environment

In this paper, we conceptualize computer-based instruction (CBI) as involving both a primary task, learning a particular domain, and several secondary tasks centered around learning to use the instructional approach and manipulate the interface efficiently. We argue that the complexity and compatibility of the domain, instructional approach, and system interface separately and interactively influence the ease with which students are able to learn the subject matter. Examples show how looking at CBI in this way provides a framework for better understanding the results of some previous studies of CBI and CBI-related interface design. We also describe an experiment that attempted to dissociate the separate effects of these components on domain learning. The experiment examined the pretest-posttest performance differences of remedial subjects who learned to solve mathematics word problems.