Generally, data mining (sometimes called data or knowledge discovery) is the process of analyzing data from different perspectives and summarizing it into useful information - information that can be used to increase revenue, cuts costs, or both. Data mining software is one of a number of analytical tools for analyzing data. It allows users to analyze data from many different dimensions or angles, categorize it, and summarize the relationships identified. Technically, data mining is the process of finding correlations or patterns among dozens of fields in large relational databases.
School leaders are faced with stress as part of their daily jobs; however, left unaddressed, stress has the potential of becoming mentally and physically exhausting. School leaders need opportunities for stress reduction as well as the means to predict and anticipate stress in an effort to minimize its effects. This commentary discusses leadership-related stress and offers strategies to minimize and cope with stress.
In 2018, Nova Scotian taxpayers will spend more than $400 million in support of universities, and another $26 million in student scholarships and bursaries.
The students themselves spend more than that amount on their share of tuition and fees. In addition, most of them study away from home and pay for food and accommodations in the city or town where they study.
This year, my first in a Ph.D. program, I counted how many times I said "Sorry!" in a single day and found that the tally reached upwards of 30. Each "Sorry," pronounced with bubbly inflection, was an apology for more than whatever I was ostensibly apologizing for: speaking in seminar, again, even though that’s what you’re supposed to do in seminar, or disagreeing, again, even though the discipline of philosophy trades in opposition. These local apologies were part of a global apology for existing in the male-dominated discipline of analytic philosophy: for being the wayward creature I am, 5-foot-2 and female but brash and contrarian.
About half of the refugees who have arrived in Canada from Syria have only a high-school education. Others lack proof that they completed higher education or must find a way to validate degrees from a country plunged into conflict. If they have their credentials, they must often upgrade them to meet the accreditation requirements of professional bodies here, or face working in jobs for which they are overqualified.
In 2012 Sebastian Thrun, founder of Massive Open Online Course (MOOC) provider Udacity told Wired magazine
that in 50 years, there would be only 10 higher education institutions in the world and Udacity had a “shot” at being
one of them.
In 2012, Thrun was honored with a Smithsonian magazine American Ingenuity Award for Education.
https://blog.udacity.com/2012/11/sebastian-thrun-wins-smithsonian.html
By 2013 Thrun, concerned that fewer than 10% of original enrollees were completing their Udacity courses, declared
that Udacity offered a “lousy product.”
Ontario universities came under the provincial ombudsman’s oversight in 2016. The office has since received more than 500 university-related complaints.
Paul Dubé is in the “persuasion game.” Whether it’s overseeing complaints about provincial government ministries, municipalities or universities, Mr. Dubé, Ontario’s ombudsman says his modus operandi remains the same. “My approach as an ombudsman has always been to show all stakeholders what’s in it for them, why they will benefit from these recommendations,
that it’s in their interest.”
Religion. Faith. Spirituality. Some faculty may view these phenomena as significant influences on the human experience, others as challenges to intellectualism and the scientific method. There are also academics who struggle with their position, perceiving the power embedded in these ideologies and practices as potentially beneficial as well as restrictive. Most would agree that theology elicits a range of strong and often-personal reactions. Why, then, would faculty teaching secular studies courses want to raise the topic of religion in their classes when they could play it safe and leave the subject entirely to the specialists, their colleagues in religious studies?
The evidence is clear that post-secondary education leads to improved employment opportunities and career outcomes. Over the course of their lives, graduates with credentials from across the spectrum of post-secondary programs, including apprenticeships, trade certificates, colleges diplomas, and undergraduate and graduate degrees, have enjoyed significantly higher rates of employment compared with high school graduates. Median annual and career earnings, meanwhile, rise consistently in relation to post-secondary credentials.
For 10 years, I’ve been teaching study skills to college students, both individually and in the classroom. The vantage from my office offers me a clear view of students devouring information during tutoring appointments and focusing intently on the strategies shared during study skills counseling sessions. The effort and time they pour into comprehending their course material is irrefutable. However, when I ask students what they know about the lecture's content before arriving at class, the answer is almost always the same: “Nothing.”
Fostering Mentorship
When he was an undergraduate at Denison University in the 1980s, Fred Porcheddu would have told you that his professors were mentoring him. They saw him as a strong student who could follow in their footsteps, and they groomed him to join the professoriate.
Today, Mr. Porcheddu, who is an associate professor of English and chair of the department at his alma mater, sees mentorship differently. It’s something that should be available to all students, not just those at the top of the class. And its goal should be helping students along whatever path they choose, not nudging them into academe.
If you spend any time listening to other teachers (particularly online, where complaining is almost an art form), you’ll soon hear about an epidemic of grandparents dying in the last two months of the semester , when big assignments are due and final exams start to get closer. Students will do anything to take advantage of us, the chorus sings, and the only defense is a strict adherence to the rules: Sorry, kid, but the syllabus clearly says “no extensions.”
That attitude seems even more desirable when you read some of the criticisms of so-called “permissive-indulgent” instructors. Such teachers “fear doing anything that might create stress for students, stifle their personal growth, or hurt their self-esteem,” writes psychologist Douglas Bernstein. They coddle students, being careful not to be too harsh for fear of discouraging them. Even worse, those faculty “are eager to help students succeed, even if it means lowering standards for success.”
This exercise is key to enabling positive mindsets.
We are in a large classroom. There are at least 20 graduate students ranging in disciplines from engineering to health promotion to gender studies. The room is silent – you could hear a pin drop as each student stands at their own table, intently staring at the large flipchart paper covering it, a stack of colored markers adjacent. The graduate students move erratically –
periods of stillness are followed by bursts of furious writing and drawing. Someone peeking into the room might assume an exam is in progress as the room is quiet yet filled with intensity.
But no – this is reflective mapping.
Reflective mapping is a tool used at Simon Fraser University in the APEX workshop series to help graduate students recognize and gain confidence in their skillsets and experience. APEX was developed in 2013 as a partnership between SFU’s graduate studies unit & SFU’s career services unit. We intentionally created a program that infused constructivist notions of career to
help graduate students engage in self-discovery of their careers over time. A foundational piece is the reflective mapping activity where students engage in making sense of their career experiences, their interests, and their future goals.
I’m a tenured professor at a large public research-oriented university. This was my first job straight out of doctoral studies. It was, and still is, the job of my dreams. As opposed to the many tenure-track horror stories we hear (particularly from women), I felt valued and appreciated from Day 1 in my department. I respect my colleagues and feel respected by them.
So what’s the problem? Last fall I physically collapsed.
Transnational education is now commonplace. But what is a transnational curriculum and what are its outcomes? Is
it an agenda for a universal consensus above and beyond national politics and the dissonances of race, gender and
ethnicity? Or is it something more uneasy, complex, unruly and creative?
Last month provided an opportunity to test answers to some of these questions. Each January, the Centre for Higher
Education Development at the University of Cape Town hosts an intense 10-day residential as part of the Mellon
Mays Undergraduate Fellowship Program, or MMUF.
National and international statistics show that across disciplines there are many more PhD graduates than academic positions. In fact, more than half of graduates find their careers outside the academy—though the kinds of positions they accept, their work satisfaction, and the relevance of their PhDs is much less clear. As regards scholarly studies on post-PhD careers, most
have examined social scientists and scientists with little attention to humanities doctoral graduates. This study addresses this gap by exploring the career experiences of Canadian PhD humanities graduates through descriptive statistics and narrative analysis. Specifically, it highlights the PhD experiences and post-graduation career trajectories of 212 Canadian humanists from 24 universities who graduated between 2004 and 2014. The study offers insight into humanities career challenges, including during the PhD, the range of non-academic careers that humanists find, as well as their work satisfaction and the perceived relevance of the PhD.
10 questions for universities developing a coordinated response to suicide in their campus community.
Suicide is the second leading cause of death, behind accidents, for young adults, so it is a sad reality that all universities will confront at one time or another on their campuses. During the annual conference of the Canadian Association of College and University Student Services in June, Andrea Carter, assistant dean of student wellness, support and success at University of Toronto Mississauga, and Melinda Scott, dean of students at U of T’s University College, addressed a standing-room-only crowd about their experience with student suicides at U of T and how it led them to develop a co-ordinated response. The following is a list of some of the questions that they say postsecondary managers, administrators and crisis-response teams should consider when developing policies or procedures related to suicide on campus:
It’s the first day of class. They shuffle in, spot similar life-forms, and slip in with that group. Hipsters sporting wild hair and tats, buttoned-up and serious young scholars, middle-aged moms and dads, maybe a couple of aging hippies. One or two sad souls choose spots isolated from the others; they don’t want to identify with them for reasons of insecurity, arrogance, or
something else.
If graduate education is to undergo serious change, relying on the development of supervision abilities only through modeling or memory seems out of step.
In light of recent national discussions on the purpose, content, structure, and assessment of the doctoral dissertation, the highly competitive (academic and non-academic) job market and the increasing precarity of employment in the academy—it is no surprise that the design and role of graduate education has been called into question. While some might cheekily say “So
you want to earn a PhD?” and outline the employment outcomes for PhD graduates, it might be time to ask “could the process of earning a PhD be improved?” More importantly, who could do so?
Experts from within and outside of academia expound on what role universities can play to further the innovation
agenda.
The buzzword “innovation” might perk you up – or make your eyes roll. Regardless of how the term sits with you, innovation is clearly on the federal government’s agenda and of big interest to universities as they try to keep pace with rapid changes in society and the economy, while staying responsive to government funding priorities and continuing to meet the needs of their students, faculty and the wider community. With the federal government grappling with weak economic growth and working on crafting a new “ innovation agenda,” (PDF) we asked six experts inside and outside the academy what role they think universities should play in fostering greater innovation in Canada. Their innovation definitions differ in their wording, but are variations on the theme that innovation is not about inventions, per se, but about the novel use of inventions and technologies that lead to transformative new or improved services, products and processes. Universities already make substantial
contributions through their teaching, learning and research functions, and have at least some role to play in the innovation ecosystem, they agree, but how far that should go and in which ways yielded intriguing ideas from each of them.