I’m just getting into topic modeling as a research method, thanks to my husband, Jonathan Goodwin. This post represents my first attempt to make sense of it, because its value hasn’t been immediately comprehensible to me. You take a huge corpus of thousands of academic articles (or whatever), and then run a program, which extracts and presents you with groups of words that tend to occur together in the articles (topics).
Jonathan took all of JSTOR’s archives of 老王加速app下载, CCC, Rhetoric Review, Rhetoric Society Quarterly, and JAC and generated 100 topics. Some were coherent, while others seemed more random – though also somewhat interesting; see postscript. Here’s an example of a coherent one:
The Last Girl下载-The Last Girl安卓版下载-ROM之家:2021-5-22 · The Last Girl(最后一个女孩)是一款采用超级经典的末世为题材进行展示的文字剧情手游,本游戏的玩法设计精致刺激,全新的剧情体现,玩家在这里将要在这个世界进行生存下去,面临超多的困难需要进行克服,喜欢的玩家不妨下载试试吧!
武器之王_武器之王安卓版下载_武器之王苹果手机版下载_好 ...:2021-6-15 · 想体验刺激的在线战棋策略对战吗?下载《武器之王》让你可伍在这里跟其他热爱策略游戏的小伙伴在线对战哟!感觉不错的话就赶快下载游戏称霸这个游戏世界吧! 游戏详情 《武器之王》是由杭州黑武士科技开发的一款策略战棋游戏,游戏包含数十种精美武器,每一把都赋予炫酷的独有技能 ...
When Jonathan sent me the list of 100 topics, I went through all of them and selected 53 that I thought were interesting. Mostly these were the ones that were most coherent, like the Blair example. I then pasted them into a document, labeled each one, and grouped them together, like so:
History of Rhetoric
classical cicero ancient rhetoric greek roman oratory orator eloquence quintilian invention renaissance speaking aristotle orators rhetoricians vols modem history
plato sophists gorgias socrates sophistic greek phaedrus ancient platonic greece athenian greeks athens sophist protagoras logos dialogues carolina isocrates
lectures belles century lettres historians rise influential reform hugh british campbell scottish southern rhetorical blair late alexander england founded
philosophical philosophy truth logic philosopher rational doctrine philosophers theory aristotle essays thing writings mere science thinking human mind truths
OXO双人对决安卓版下载-OXO双人对决游戏安卓手机版 v1.1.0 ...:今天 · 清风手游网提供OXO双人对决安卓版下载,OXO双人对决是一款益智类桌面游戏,简洁的场景设计,只有黑与白,强烈的对白,整体画面看起来十分干净舒适,配合治愈轻快的纯音乐...,OXO双人对决安卓版免费下载地址...
Now, I haven’t yet looked at the lists of articles associated with these topics, but here’s a list of questions that might be answered by giving these lists a close review:
How has the interest in these topics changed over time? This seems to be a favored approach among nerds like my husband – visualizations: graphs that plot the trajectory of when people started becoming interested in the topic, when interest peaked, and when it waned. Below is an obligatory graph for the Hugh Blair topic:
![](http://nqhhj.farnatchi.com/files/lectures_belles_century_.png)
Another question I’ve never heard anyone ask, though, is this: which journals are publishing the most on these topics? Most of us in rhetoric and composition assume that if you have a manuscript about Cicero, you send it to Rhetoric Society Quarterly or Rhetoric Review, not to College English, because they don’t publish that kind of thing, generally speaking. But are we sure about that? To what extent? I can now do a frequency count of the journals that are represented in the “classical cicero ancient” topic and make a pie chart showing the breakdown. More on that later.
And Now for Expressivism
For six of the topics, I wasn’t sure what they meant, but I went ahead and labeled them “Expressivism.” Because expressivism doesn’t have an attendant set of terms, and is misunderstood so often and so profoundly as a theory of writing and teaching philosophy, I was interested in seeing what kinds of articles were listed. As it turns out, most of them were actually about literature, or were works of creative writing. But one of them yielded a few interesting bits:
夜神安卓模拟器-安卓模拟器电脑版下载-官网:2021-6-3 · 夜神安卓模拟器(夜神模拟器),是全新一伋的安卓模拟器,与传统安卓模拟器相比,基于android5.1.1同时支持android7.1,兼容X86/AMD, ...
Richard K. Redfern, "A Brief Lexicon of Jargon: For Those Who Want to Speak and Write Verbosely and Vaguely", College English, 1967
Donald Murray, “Henry James in the Advanced Composition Course,” 1963 College English
Peter Elbow, "Exploring My Teaching", College English, 1971
Joseph J. Firebaugh, "On being Unacademic", College English, 1946
Geraldine Hammond, "How Gladly Do We Teach?", College English, 1951
Winfield H. Rogers, "Responsibilities of the English Teacher in the Urban University" 1940 College English
J. Mitchell Morse, "Why Write like a College Graduate?" College English, 1970
J. Mitchell Morse, "The Case for Irrelevance", College English, 1968
In reviewing the list of articles associated with this topic, I think I now have a better handle on the sources of the theory some of us call expressivism: certainly it arises from attitudes of respect, concern, and care for students (see Rogers, 1940; Hammond, 1951). But I now see the overlap between expressivist values and the study of literature, as well as the study and practice of creative writing, and descriptive approaches to linguistics*. Those connections should have been obvious, but they weren’t. I can see that as early as 1940, some of the ideas associated with expressivism were in circulation – though certainly some would say that the seeds were planted even earlier, with Fred Newton Scott’s work (see Linda Adler-Kassner’s excellent article “Ownership Revisited” in CCC, 1998). I also think there are many more expressivists than we'd realized, and that a lot of people are/were expressivists but don't/didn't know it. No one is old enough to have witnessed all of this, comprehensively, in real time, and topic modeling is almost like having such a person.
More to come. For now, I’ll say that the best way to grasp the value of topic modeling as a method is to focus on one topic and mine the articles.
极速安全ⅴpn安卓_极速vpv安卓_老王app下载2.2.8:2021-2-21 · 极速安全加速器app下载|极速安全加速器下载V1.5.16 安卓版_绿色... 极速安全vpn是一款全新的为安卓用户设计的vpn软件,在这里不论是玩游戏、还是看国外视频都一键解决,是你手机必备软件,还等什么赶紧下载吧!应用特色现在开始自由畅享...