Automated System Developed To Grade Student Essays
RougeFemme points out this story at the Times about software that can be used to grade student essays and offer almost instant feedback. "Imagine taking a college exam, and, instead of handing in a blue book and getting a grade from a professor a few weeks later, clicking the 'send' button when you are done and receiving a grade back instantly, your essay scored by a software program. And then, instead of being done with that exam, imagine that the system would immediately let you rewrite the test to try to improve your grade. EdX, the nonprofit enterprise founded by Harvard and the Massachusetts Institute of Technology to offer courses on the Internet, has just introduced such a system and will make its automated software available free on the Web to any institution that wants to use it. The software uses artificial intelligence to grade student essays and short written answers, freeing professors for other tasks."
One of my kids had something like this: not for English, but for physics.
The teacher couldn't be bothered to assign and grade proper homework.
Instead, he fobbed the kids off onto a web app.
- go to the site
- get a problem
- solve the problem
- type in the numerical answer
- right answer? go on to the next problem
- wrong answer? try again
The web app allowed maybe 0.5% margin for rounding error, and you got 5 tries before it failed you on that problem.
It sounds reasonable in the abstract, but in practice it was utterly wretched.
All learning is, at some level, an interaction--a conversation--between student and teacher.
Even if it is nothing more than a red check mark or a red X on a homework paper,
you have communicated some thing to some person and gotten some response.
You don't realize how important this is until it is gone.
With nothing but a machine to talk to, it stops being about learning.
It is just about satisfying the machine by whatever means necessary.
In his rage and frustration my son told me that the easiest way to solve the problems was to copy and paste the problem text in to google.
This would reliably return the general formula for solving that problem;
plugging in the numbers that the web app had generated for your instance of the problem would then yield the correct answer.
By the end of the school year, I was telling him that if he didn't want to deal with the web app, he should use google to get his grade,
and if he wanted to learn physics, I would teach it to him.
Automated essay grading is going to be even worse.
There is no point writing prose unless a human is going to read it.
When I want to talk to machines, I write code.
Writing songs, that voices never shared...
-- Paul Simon
Take one lab report for Fluid Mechanics, measure the thickness with a micrometer -- look up the grade on the curve.
To actually grade an essay well you need to analyze its logic as well as its sentence structures. Computers cannot do this yet! Human writing assumes all sorts of "common" knowledge in order to convey a point concisely, in addition to omitting a completely detailed logical argument to leave out obvious steps (often steps which are related to the aforementioned common knowledge). It could be done one day, but that day is not today.
In the meantime, expect these systems to be gamed pretty hard.
Seems like it's a small step from this to having computer algorithms that automatically write your paper for you too - then you can let it go through thousands of submit-edit-submit cycles until the scoring computer gives you a perfect score.
Kind of like the guys that came up with software to generate nonsense scientific papers and actually had a few accepted at conferences and journals.
Why I want to goto Harvard By P Q Student Up up down down left right left right B A
``Your grade is C. To improve your grade in the future, you need to do the following:
use 25-30 words per sentence; include more words from the wordnet entry for the topic of your essay; avoid simplistic or run-on sentences as measured by number of noun and verb phrases detected by our proprietary NLP tokenizer.
As a helpful reminder, our preparatory guides are available as a subscription service and include 100 practice submissions per week; only $29.95 per month."
"They were pure niggers." – Noam Chomsky
Grading is not, or should not be, about the grade, it should be about the feedback that the lecturer gives to the student. Even if the computer can grade an essay well (which I remain to be convinced of, although I am sure I will soon have the chance to test it for myself), there is no claim made about the computer giving useful advice to the student. Can a computer explain how to refine a research question or structure an argument? Sadly, many lecturers don't in fact give good feedback, but we should be looking for ways to enable lecturers to give better feedback, not accepting poor feedback as the norm.
Watch as we move from "search engine optimization" to "grading engine optimization," as students look for AI solutions to write their papers, freeing them for other tasks.
I've before argued that most instructors today could be replaced with a video for lecture, a FAQ database for questions and a guy with a stopwatch for tests. I used to say proctor, but that implies the individual with the stopwatch is educated and I don't believe this is necessary anymore than a McDonald's fry jockey.
Anyway, this technology just makes it more true. God help you if you're just a little different from the majority somehow.
*sigh*
And just what, pray tell, are the goddamn professors supposed to do at university? Collect honorariums and edit their book?
My friend wrote a story about his cat that was grammatically correct,and used big words, but made little to no sense. The auto-grader program told him he was approaching PHD level English. So he took his paper into school and showed it to the English teachers who reviled at it. He was like,"Show's what you know, the computer told me I'm university level."
God spoke to me
Every era has its snake-oil salesmen and their marks. Sadly, in this case it will not be the customers who suffer, but their hapless students.
Those who would give up essential liberty to purchase a little temporary safety, deserve neither liberty nor safety.
Professors need more time for other things now? I'm sick of hearing this "for other things" crap we keep pushing. The reality is we're trying to push them out of their jobs via automation. The "other things" you're referring to include "standing in line for your welfare check" and "filling out job applications".
Part of the "joy" of grading is that you get feedback on how effective your teaching approach is for a given class. If you take the grading process away from the professor then how the heck are they supposed to evaluate their own performance? Not to mention the fact that the system can be gamed. Now we also get multiple tries at a test as well? The educational establishment really has gone all the way to fuck and buggery. The only good thing I can see in this is that it makes the grading more consistent. That's good...because people aren't different, no no no. No, all people are the same. You fill their heads with the same words and you'll get the same exam solution. Probably even the same handwriting. We should just make all of human existence a multiple choice question - the answers can be "Pay tax" and "Go to jail".
Computers have solved zero problems here, and they've created far more. This software will be written, casually proved to be barely adequate, and then shipped off to India for maintenance. We are now taught and graded by an underpaid maintenance programmer in India. Congratulations.
*facepalm*
And you have been awarded 2500 extra HP.
Perelman gives an example of how you can get a high score. The most interesting feature of the algorithm is that it doesn’t care about substance or even truth. It will ignore such trivialities as saying that the war of 1812 began in 1945, provided you say it grammatically. The substance of an argument doesn’t matter, he said, as long as it looks to the computer as if it’s nicely argued.
For a question asking students to discuss why college costs are so high, Mr. Perelman wrote that the No. 1 reason is excessive pay for greedy teaching assistants. “The average teaching assistant makes six times as much money as college presidents,” he wrote. “In addition, they often receive a plethora of extra benefits such as private jets, vacations in the south seas, starring roles in motion pictures.”
E-Rater gave him a [top score of] 6. He tossed in a line from Allen Ginsberg’s “Howl,” just to see if he could get away with it. He could."
http://freethoughtblogs.com/singham/2012/05/03/how-to-fool-a-computer-grader/
Any algorithm can be beat
The all you have to do is fill your paper full of the right keywords
No matter how sophisticated the algorithm, the set of strings that get graded an A is bound to contain some weird and illegible elements. They probably won't be too hard to find by inspection of the algorithm and its training data. It will only take a few widely publicized examples of meaningless essays with a high auto-grade to cast doubts on this method of grading, no matter how effective it is in the common case.
// My version of this software
MIN_GRADE_FLOOR = 50;
STUDENT_FEEL_GOOD_PERCENT = 0.03;
score = randbetween(MIN_GRADE_FLOOR , 100);
score = score * (1 + STUDENT_FEEL_GOOD_PERCENT);
You're absolutely correct, this should be the goal.
With strong AI software, people could be tested continually, in real time. When the software detects a deficit, it could supply the relevant information for memorization. Ultimately, of course, the strong AI will become our brain, at least the rational part.
Even that was to hard and so teachers turned to AI to grade their students papers.
Soon going into work was to hard (especially with hangovers from all the free time spent partying) and so they made robots to give lectures in their place.
Then the students couldn't be bothered to come in so they just started recording the lectures and making them available online.
Then learning things was to labor intensive and for that matter so was work so we let robots and computers do everything.
The year is now 2635 and we spend our days watching Jersey Shore season 628. Obesity is the new norm and from birth every waking moment is 'free time' but life is better. Right?
Whenever a player quits EVE to go play WoW, the Average IQ of both games increase.
Perhaps /. should send all story postings to this and give editors (and contributors) a grade based on the results...
On the other hand, as this is not likely to change any behaviour, perhaps that says something about the value of grammar on the internet...
I thought maybe it was a delayed feed from a hoax.
Cloudiot: A person who does not see offsite storage as a way to lose control over access to his or her own data.
Imagine this post is an essay, and Slashdot has a little widget showing a letter grade on the right side. It starts out showing an 'F' and as I type more and more, and as my karma whores and whores, it moves up the scale until I have an 'A'. Then I hit send.
If this technology ends up in colleges, the whole essay writing process becomes moot... or does it? I suppose it's conceivable that at this point the essay writing is just a game. The exercise is tantamount to the professor saying, "get to level 6 on Super Mario College Essay" and if you do that you get an A.
I guess it boils down to a question of whether or not there's really any human skill in writing the essay, and whether or not that skill should matter. If algorithms can do it in school, then algorithms can do it for the media. There's no point learning journalism. There's a point in learning computer science to write the essay-writing algorithm... but only until the algorithm is good enough to take the place of humans. Then there's no point in that either.
I guess I could have gotten the same grade on this essay if I had simply cut to the case and said... "I for one welcome our robotic essay writing overlords".
There are probably at least several good jabs to make at this so I'll try to just address the best one.
First thing that comes to my mind is 'free them up to do what?" Education is adding more and more distance between the student and the teacher without throwing this into the mix. In a perfect world, teachers would be there to teach and that's it. But it's become more a problem of time management, lecture halls full of hundreds of students per teacher, and throw in the odd paper publish and grand write here and there. I think what we need to be doing is not looking for ways to further skew the student-to-teacher ratio, but to dial it back down a bit instead. Get me back to the good 'ol days where your prof knew your name.
Well, maybe two. "Artificial Intelligence beats Real Stupidity."
I work for the Department of Redundancy Department.
Would you like fries with that?
Seriously though I don't think writing to what an algorithm wants is a bad thing if the algorithm wants the right stuff.
It's not as if students don't write to the algorithm the professor uses even now. The only difference is where the algorithm is stored and how flexible it is.
At my university we have AI that continually checks our essays as we write them. It even points out the specific mistakes, gives suggestions to fix them, and allows us to rewrite that section of the essay.
We call this advanced AI MS Word.
Troll is not a replacement for I disagree.
AI literally means "semantics automatically arising from syntax", and is thus a clear nonsense. It is the brain-dead rubbish believed by idiots that a convoluted and complex system will magically gain meta functionality.
So what does 'AI' really mean? It means computer systems that draw from databases that store some form of extracted Human knowledge. Usually the best so-called AI systems are using statistics in some clever and non-obvious way. Take this story...
I assume it actually draws from an April 1st joke, but let's assume it is real for the moment. Take a large collection of student essays, each graded by a first class teacher. Now, run a stats engine on the PATTERN (not meaning) of the syntactical form of each grade-group essay. Look for things like sentence length, paragraph length, number of sub-clauses, and occurrence of different reading-level-group words. Do a crude analysis on grammar and punctuation.
Now see if there is a strong correlation between a grade an essay earns, and its statistical form. If such a correlation exists, propose the absolutely dreadful idea of reversing the process- ie., use the same stats methods on ungraded essays, and apply a grade according to which grade-group the stats best correlate to.
Sad to say, betas will think this 'method' makes sense, just as betas tend to think 'pyramid' schemes are worth joining. To make it easy for you dumb-dumbs to understand why such a system is a terrible idea, here's the problem. Once such a system is applied to grading, two things happen. Firstly, essays that refuse to follow the dumb rules the AI system has extracted from the original essay pool will be mis-graded. Secondly, the dumb AI rules can be discovered, allowing 'essays' to be created automatically that will be nonsense to Human readers, but will score the highest grade from the 'AI' grading engine.
To make it clearer to you dumb-dumbs- it is impossible to create an essay auto-grading computer program that has any merit whatsoever. Sadly, dumb-dumbs will carry on falling for impossible compression schemes, fool-proof strategies for winning at roulette, and 'Human thought process like' AI computer programs.
PS Google creates its so-called 'intelligent' algorithms by employing vast numbers of Humans to enter new rules into their computer systems daily. Patterns of search requests are inspected by Humans, and enhanced by Humans identifying what the users were really after. AI, in the true meaning of the word, does not and cannot exist (on a Turing complete computer- and no, there is no magic other form of 'better' computer, or magic other form of maths that cannot run on a Turing complete computer).
So basically they feed the essay into Google spellchecker and count the number of underlined words?
Troll is not a replacement for I disagree.
How many times?
I can envision an essay writing 'bot making multiple submissions with some AI to optimize subsequent submissions based on the .
I know it sounds like an awful lot of effort to build, but its time better spent than writing a two page essay on Dickens, IMO.
Have gnu, will travel.
It sounds reasonable in the abstract, but in practice it was utterly wretched.
No, the abstract does not sound reasonable: as with most things online you can always find bad ways to do it. I'm a physics prof working as part of a team to develop an open source, algebra capable question and content system. However even the current capabilities of something like Moodle (which is Open Source) is far in excess of what you describe. You can type in multiple "answers" to a problem and have the student get feedback and a partial grade if they get the problem wrong in a way that you managed to guess. Obviously if they find a new way to get it wrong then they will not get feedback though.
Commercial systems go even further with the student having the option to click on a help button which can break the question into steps for the student to complete in rder to guide them through to the right answer. This can be configured to give a grade penalty at the choice of the instructor - this is one of the features we want to add to an Open Source solution.
However even with current Moodle capabilities you can build a system that, I would argue, is better pedagogically for many physics problems (those with numerical or symbolic responses) than paper-graded assignments because, with an online system with some feedback and multiple attempts the student is encouraged to keep trying until they figure out how to get it right. This encourages them to think out the solution themselves whereas with a paper assignment they get one try and are then given the answer. To make this work though you need some means for students to come and talk to you and/or TAs to provide some help towards getting the right method. So you still need the student-teacher interaction but computers can provide a first line of contact and so let a teacher help more students.
That being said I find it exceedingly unlikely that this EdX system can work for written responses beyond checking that their english is good. For physics how can it possibly know that the statement "the Higgs boson has a mass of 140 GeV/c2" is wrong and "Dark Matter does not interact with photons" is correct? To be able to grade it will have to know a huge amount of information about a massive range of topics - and looking this stuff up on Google is not an option given all the crazy people and their wacky physics theories which they stick on a web page.
This is now the n-th time something like this has been on /.
The answer is still the same: This is a very bad idea. Students will learn how to game the software instead of how to write well. No software can grade whether the reasoning is sound, the images vivid, the prose well readable. But what students will learn is that writing essays is not important, after all it is not even worth bothering a human being to read and grade.
Most ACs are not even worth the keystrokes to insult them. Be generically insulted by this and ignored otherwise.
Any professors I've ever known or been taught by had their grad students doing the grading, anyhow.
Besides, what exactly are the professors being "freed up" for? Isn't their JOB to TEACH?
Oh, yeah, I'm thinking old school. Nowadays a professor's job is to find corporate grants...
I do not fail; I succeed at finding out what does not work.
What other tasks? The only task of the professor is to teach students. Anyway, this is probably at least third submission about automated grading systems over last 6 months, and it really is getting tired.
To any sane person it is obvious that the idea is retarded, so why do we keep discussing it?
Really? The last time I checked, no one got denied tenure for poor teaching. The faculty are there to bring money to the university - if they manage to teach well, that is an added bonus. However, they could be great teachers (I've known a few) who get fired because they didn't bring in hundred-thousand/million dollar grants every year of their assistant professorship.
While the idea is retarded, you seem to be missing the danger. When the university/faculty see the benefits of doing this, they will do it in a heartbeat. It frees up the teachers to spend more time on research and grant applications. It frees up teaching assistants (who are often hired as TAs to save grant money - they still have to do research). Everyone except the students (who have already paid for the class) benefit.
Creationism vs. Evolution seems retarded too - but because some people saw some idealogical/political benefit to pushing it through into the classroom, it did.
also short answers?? How does it know the answer? and what if there is more then 1 answer / a wide range of part answers.
Also what about questions on the level of how do you do X in X os and you fail as the way you put down to get to control panel is not the way the gradeing software is looking for.
The main task of a professor is to do research, not teach. Sometimes, that is actual education research, research on how to teach.
Good for the filler / big lecture classes to move to a full online / test only setting and maybe they can pass on the lower costs to the students.
It may just lead to people to gameing the system but what does that give them? More time to work on there core classes?? I think that it is better to say do the min to pass art history so I have the time to work on the classes I want to work on.
I read the article and went to edX. At edX I signed up; but, I can not find out about this system. Quite Frankly, I am a teacher and I need my students to be writing more; however, I do not have the time to grade all of their papers so I have been assigning more objective homework that I would like.
A system like this may work as a first pass filter to do the bulk of the grading, allowing me to focus on identifying common problems and developing lessons based on common errors rather than tying myself down with a huge stack of papers. This would also benefit the students by providing them with more consistent grading and feedback.
This may not be what I go with; but, I would like to have a look at it. That takes me back to my question, can anyone point me to somewhere that I can get more information on this?
Come on, this is slashdot and noone has pointed http://pdos.csail.mit.edu/scigen/ yet?
All you need is to feed it with a new richer syntax tree generator, for getting an undisputed and bold 10!
Grade this!
side effect of big classes. also can drop tests down to a Multiple hidden choice test. It's like a Multiple choice test without knowing what the choices are.
smaller classes and team based work maybe even apprenticeships / more of a tech / trades schools level testing where it's more about real skills and not about test cramming taken to the next level where you now just need to know the buzz words.
Face it, we're all going to get replaced by Expert Systems. They talked about this in the 80s and you didn't believe. 95% of us follow pretty simple patterns. There's damn little that most of us can do that a machine can't. Sure, there are exceptions. But most of us don't qualify, we just think we do.
You're being replaced. The real question is how are you going to deal with it? What do we do when 95% of us are completely unnecessary?
Hi! I make Firefox Plug-ins. Check 'em out @ https://addons.mozilla.org/en-US/firefox/addon/youtube-mp3-podcaster/
In the engineering courses, some teachers will assign you work to submit online and you have to type it in exactly as it should be written by the application's standards. The problem of course is that the teacher doesn't want to bother with false positives so they give you 3 chances to correct your work. If you don't get it right then you get nothing for that problem. What was strange is that there were often bonus questions as a sort of backup which they wouldn't count for your grade other than improve upon it if you missed other questions. Say they assign you 5 questions, you may only need to answer 2 correct to get 100%, the rest doesn't improve your grade. It's a stupid system and it certainly takes away from the 1 on 1 education that students need. The US has a strange concept of having a lot of students per class, I thought it was ridiculous and they still have the nerve to charge an arm and a leg for it.
You are familiar with the email "Help desk" at web sites. That's where our email questions are read by software scanners that look for key words and automate a response unrelated to what we wrote about. Well guess who thinks that's a great paradigm for grading exams? Harvard and MIT, that's who.
On college exams, instead of handing in a blue book and getting a grade from a TA a few weeks later, click on a 'send' button when you're done and receive a grade instantly, your essays scored by software.
Then, instead of being done with the exam, imagine that the system would immediately let you rewrite the test to try and find more of the keywords it's programmed to reward.
EdX, an education disgrace founded by Harvard and the Massachusetts Institute of Technology to offer EasyA courses on the Internet, has just introduced this system and will make its automated software available free on the Web to any misguided institution that wants to use it. (Prediction at UVa: Dragas Yes!, Sullivan No!)
Like help desk software, this uses artificial intelligence to grade essays and written answers by keyword searching, preparing future faculty for writing unfathomable distorted prose making simple ideas incomprehensible.
Among the many losers in this rotten plan: the TAs who now read and grade undergraduate exams can be let go.
This has got to be the dumbest fucking idea I have ever seen - and it's completely unsurprising where it is coming from.
is not the point of grading an essay written by a student the job of a "TEACHER"?
Now a robot can replace a teacher?
ok then why write.
Why not just observe Asimov's three laws and tell all kids that they are "NOT WORTHY" of Robot-dom.
http://www.documentcloud.org/documents/346138-essay-awarded-a-top-grade-by-e-rater.html
In my time at college, I had a business teacher who used a similar system for homework.
It was horrible. No, let me try that again. HORRIBLE.
You'd be given the problem and two chances to upload and submit an answer. The software was extremely finicky, however, in what it considered the proper answer - it allowed for no deviations at all. (That's the problem inherent with such a "tool" - it completely ignores the human element in learning.
In the end, I formed a group of classmates that would each take a turn at submitting the answer. I'd use my first chance, everyone learns from my "mistakes," next person would refine the answer and use their first chance, then the next person would further refine the answer and use their first chance... until we reached the "right" answer, at which point we used our second chance to submit it.
What a bull**** way to educate students.
And this is what higher tuition is buying?
aka, "your lazy bum grades me with a computer, my lazy bum lets a computer write one".
How long until such a system is being gamed? Quite frankly, I wouldn't be too surprised if within weeks, students notice what the computer "wants" to "read" and write their essays accordingly.
Not that it would change too much from today, where you learn what your professor wants to read and write for your audience...
We used to have a Bill of Rights. Now, with the rights gone, all we have left is the bill.
All your GRE essays are evaluated by a machine and have been for years -- the e-rater. http://www.ets.org/research/topics/as_nlp/writing_quality/
The rating is also done by humans. It works well in practice and ensures that essays are graded fairly. If there is a significant discrepancy between the two ratings for a essay, that essay is examined further by another specialist. It prevents students from being victims of someone having a bad day at the office, and also does not encourage writing an essay to beat a machine.
The significance of the EDX news is not the concept of automated grading, it is that that such software is now free and opensource.
I read the article and went to edX. At edX I signed up; (semicolon should be a comma) but, (misplaced comma) I can not (should be "cannot") find out about this system. Quite Frankly,(lower case!) I am a teacher and I need my students to be writing more; (Run-on sentence. Use a period.) however, I do not have the time to grade all of their papers (comma here) so I have been assigning more objective homework that I would like.
Grade: D
Students fire back with automated systems to write essays.
Panda eats shots and leaves. Be on the lookout for one bad Panda.
Depends on whether the college/university is a "Research 1" institution or not.
with the prevalence of advertising and corporations dominating everything, you can be sure that soon the answer to all questions will be "Pepsi"
http://homepage.smc.edu/nestler_andrew/pepsi.jpg
and maybe they can pass on the lower costs to the students.
BWAHAHAHA
I've probably been in this longer than anyone - in 1986 I was working with a teacher (High School Biology) who had networked C-64s in his classroom. Of course back then the questions were all multiple choice (we couldn't give it enough intelligence to evaluate expressions), and yes he did the semester tests himself.
If used properly, there is nothing especially wrong with doing assignments or quizzes on computer. That being said, you know there is going to be a tendency to misuse them. They'll assign more work or have to handle more students, and start depending more and more on the computer ...
It's hard to imagine one grading essays except on structure (grammar, spelling, etc.) as it even tends to be hard for humans to grade essays. But then again, I'm a Math and Science guy, so what do I know.
My nephew was developing something like this, he's studying at Carnegie Mellon
MBA's are scored by computer for both quant, qual and essay... and we rule the world... if it's good enough for the elite why not the plebs? :-)
Hello
1. Ask friend from other school to act as class representative (This is important, He must be unaccountable.)
2. Get professor's thesis and score it.
3. At class let representative tell in an authoritative voice:
"Professor Warnsdorf, your thesis (Wave with the thesis.)
got 27/100 points. Therefore YOU are not worthy to teach English."
4. Then entire class will leave the room.
5a. Most of time prof will come to senses and stop this idiocy.
5b. If he continues to assert that there is nothing wrong with online testing quit the school.
There is substantial chance that continuing this "education" would misdirect you more than to teach you.
The future of education looks bleak when this is the kind of crap that goes on, but I think it is only yet another symptom of what is going wrong with our education system, and it has been a problem for a very long time.
This narrow focus on exam results means that it is rather hit or miss, whether the student actually learns anything of use. However, it only reflects the wider problem, that most teaching seems to focus on results only. Take mathematics: the typical study material goes "definition, theorem, proof, theorem, proof, ..."; so the focus is on the grand results - the theorems. When I left university, with quite good grades, I found my knowledge amazingly useless; it took me years to realise that I had learned the wrong things - that the useful things are not primarily in theorems, but in the methods used to prove the theorems. A good teaching staff will help you understand this point; I don't think an exam robot can.
The question is are you in school to learn or to get a grade.
That's a false dichotomy, at least under the current higher-education regime. Try to advance to graduate school if you only care about learning to the detriment of your grades. There was one student in my CS program who claimed she deliberately failed several courses because she didn't believe she deserved to pass (or so she said; she was fairly smart so it seemed plausible). That really put a wrench in her ability to advance when she "deliberately failed" courses that were pre-reqs for the next year of school. That's expensive to do, both in terms of time and money.
Besides, I found that the bulk of my computer engineering course content was useless filler that I would never use again. In those cases, I focused on the grade. Furthermore, I found that the material I self-taught that was outside the context of the curricula was more useful long-term... e.g. I taught myself how to use current microcontrollers on my own while my coursework forced me to work with (literally) 8086 hardware. I could have done that outside the context of college... and in the decade since college I have never encountered another 8086. So: if I could handle the advanced, modern hardware on my own, did I really need a "foundation" in 8086 in order to be able to "grow and understand" the later technology? Hell, most of the stuff we interacted with was made before I was born, and had been supplanted by far better systems (really? who uses discrete TTL instead of at least something based on CMOS anymore?)
Get the grade and move on, because higher education revolves around that, and—at least for the first few years out of college—employers care about your GPA. Teach yourself the really important stuff, because that will give you the auto-didactic skills to be able to remain relevant beyond age 40 in this age-focused industry.
Some immediate feedback along the lines of, "you have a 50% chance of being ignored because this is a me-too comment", or "you have a 80% chance of modded down because you are expressing an unpopular opinion".
"We receive as friendly that which agrees with, we resist with dislike that which opposes us" - Faraday
I've been taking classes through Coursera (another MOOC, like EduX) since they opened, and I, for one, am thrilled to see this system rolled out. My very first experience was with an English course, and while the subject matter (fantasy and science fiction) was fascinating, and the professor a compelling teacher, the grading system left something to be desired.
The format of the twelve-week course was simple. Read work (Everything from Grimm's Fairytales to Doctorow’s Little Brother,) write a 300-500 word essay on the reading, (Just try to expand on a theme in Dracula in 500 words. Go on, I dare you,) and submit. Then read and grade five other student's essays, and receive your grade from the five other students who read your essay.
Many of my fellow students were knowledgeable and insightful, but I also got accused of plagiarism for pointing out that Frankenstein was a treatise on the dangers of technology, and had my grammar attacked in broken English.
If I were in an actual University setting, where I had paid money to be there and the grade actually meant something more than my vanity, I would be very leery of this system. In a MOOC, where I’m taking the class simply for the love of learning, this system represents a quantum leap forward.
For those who are interested in seeing firsthand how a system like the one described in the article works, try plugging something you’ve written into this: http://www.paperrater.com/free_paper_grader/
So one make up any idoitic lie, fluff it up with unrelated but pretty sounding words, and the system will give you a pass?
If the point of education is to get kids ready for the real world, it seems like it should work just fine.
"Form"- spelling, grammar, sentence structure, pragraph devlopement, etc.- should be half of an essay's grade. Especially due devolving literacy standards these days of students who spend all therir time on digital devices and testing.
Only a human can understand if the essay is on topic, clever, humorous, special, etc.
Computer assisted grading will cut the necessary number of graders in half. This would save a lot of cost for SAT essay grading. Please the human grader could concentrate on the more interesting task of grading content.
That could be an interesting execise. And its free. I probably would not get a good grade.
I was just thinking to myself this morning, "Gee, I wonder if there's a way we could separate professors even more from their students" Of course professors are crucial to research in their fields, but it'd be really nice if the university actually cared about its customers.
Soon there will be automated systems that will write essays for you so the the automatic grade system can grade it. We will save so much time doing nothing
Well I may be the odd ball out in that "this really could work" but not for a final or something that actually matters, but you could do it right at some points. Lets say you take a few prescriptive words of an event like what you input into an ad-lib then get the student to create the sentence structure around that. Sure there's probably about 10 problems you could think of off the bat that would make this infeasible. But what if it was just a practice mock-up before you took more advanced classes? Or as side assignments there's room for this in the junk assignments that are given out to make someone practice, practice, practice.
Its a long way off from replacing a teacher, and may never if you can't properly articulate life experience in a mechanism like this. It would be a constant effort to keep up with culture too. When does a tweet not refer to a bird? Or at what point does "I shot an elephant this morning, wearing my pajamas" refer to the zoo, africa or a picture being taken inside your apartment in Manhattan?
Good leaders run toward problems, bad leaders hide from them.
A nd then - oh horror - you'll find out that your grader used a different software to grade your essay. *Quite* different.
I was surprised the other day when helping another friend prepare for a test on English speaking proficiency (for foreigners to join the U.S. government). One of the applicable tests is Versant, which does this. It is a verbal test. You call a phone number, enter your ID and then do tasks including: read sentences, give one or two word answers, create sentences by reordering and linking three phrases, retell a story with as many as possible of the characters, actions and situation; and finally give your opinion about a concept (like, "Do you think children should be able to decide when and how much to study?"). The system grades you not on individual questions but gives you a general score in areas like vocabulary, pronunciation, and fluency. The problem is it is very rapid-fire so you can't really pass it unless you are close to a native. The grades can be viewed on the web in a few minutes.
On one practice test I typed what he should say live during the test, which gave him an idea of how much work he has cut out for himself to achieve a passing score.
http://www.versant.jp/e_about.html
Since I doubt this thing can pass the Turing Test, I'm skeptical. A cool notion and significant effort. But still, seems pretty far fetched. I hope it works well.
The message a college using this is sending you is: go somewhere else. Go somewhere where people's first concern is about you getting an education, where that isn't just ancillary to their "real" mission but where it IS their mission. Where helping you isn't a time-limited inconvenience, but the core mission of the institution.
I've spent a lifetime working with machine learning, and the very idea that any machine today can even begin to comprehend natural language is pathetically laughable. You'll be expected to adapt your responses to the extremely low common denominator the machine represents, and the result is you'll be conditioned to retard your own thinking processes. THEY can't pay YOU enough to settle for such nonsense.
"You must try to forget all you have learned. You must begin to dream." -- Sherwood Anderson
While reading this I thought that it would be interesting to see if we can write some artificial intelligence thingy that maximizes the text score given a number of iterations. It would be quite cool :).
That's assuming that the professor actually *uses* an algorithm to evaluate student's work. It's an open scientific question whether consciousness and understanding even are algorithmic in nature, and many highly respected scientists such as Roger Penrose suspect they may well not be.
I know it was just a figure of speech, but that's kind of the point at issue here. Either the complexity/capability of the computer's algorithm is many many orders of magnitude inferior to the professors, so as to render the professor's understanding incomparable in practice, or the professor is not even using an algorithm and it's incomparable in principle.
Either way the automated grading sucks, (even if the professor really is an automaton at a fundamental level ;)
"Form"- spelling, grammar, sentence structure, paragraph development, etc.- should be half of an essay's grade.
When I studies humanities it was assumed that your grasp of form was up to scratch. Hand written essays were the norm in those days, so a few spelling mistakes were forgivable, but bad grammar or incoherent paragraph structure would simply get you failed regardless of the content. The grade was based on demonstration of knowledge and quality of argument alone, assuming you cleared the bar with regards to form. Hopeless cases when it came to writing ability were soon sent down.