How does Google suggests for "rheology"?

Study showed recently that Google search suggestions may be misleading. The study took the word “nanotechnology” for example and showed that Google frequently directs searcher of this word to topic of health impact of nanotechnology. News reporters said this means that Google may scramble our perception of science reality.

Although I don’t buy the logic that not knowing any topic about the health impact of nanotechnology at all is helpful for a positive public image of nanotechnology, I am still interested what Google suggests for “rheology”. There is a relatively new tool in Google search — the wonder wheel. When searching for “rheology”, you can start a wonder wheel of it and explore the second-order wheel of each suggestion to “rheology”.

wonder wheel.jpg

To my surprise, “thixotropic” seems much more suggestible than “viscoelastic”. Does this mean people want to know about the former more frequently than the latter? Also more suggestible than “viscoelastic” is the simpler concept “viscosity”. “Viscoelastic” is even not in the suggestion list.

“Viscoelastic” does appears in wider list of suggestion, though.

related searches.jpg

Viscoelasticity is a fundamental concept in rheology. The study of this property started from the very beginning of the history of rheology until today. However, many that are new to rheology find it much harder to accept than the concept of viscosity or even thixotropy.

The concept of viscosity is simple. The famous Newtonian definition appears exclusively in every textbooks. And starting from this, it is quite easy to understand what is non-Newtonian. Indeed, the Newtoinan/non-Newtonian type of classification is very convenient for fluids — things that can flow, but most rheological problems is concerned by things with fluidity that depends. The abyss most students of rheology really struggling against is things that cannot be properly characterized by only viscosity but need to intorduce the measures of G‘ and G”. I have been asked too many times about the “real, real meaning” of these moduli. Even experienced materials science researchers may not understand why bother uses this complicated framework of measure to characterize a piece material.

No bother indeed, in the practical context. There are two rheometers in my research group. Colleagues from other collages or institutes often find me for rheometry. 90% of the cases are requests for simple viscosity vs shear rate curves. Only when a requester wants to “add more plots and depth” to his/her paper would he/she asked for dynamic, that is, G‘/_G_” tests. In industry, a viscosity curve gives enough information for production in most cases.

The also popular “thixotropy” should thank the industry, too. Thixotropy is hard to characterize in a scientific way (ready for structural modeling) till even today, but materials of this property are essential for the existence of the paint industry, where an ad hoc thixotropic loop test is enough in most cases. More interestingly, while the concept of viscosity cannot meet the cases where the fluidity of materials is dependent, the concept of thixotropy is just about the duality of “flow/don’t flow”, somewhat complementing the former. In the practical sense, it seems that simple extreme concept like flow and not-flow (i.e. Newtonian vs Hookian) is enough in dealing rheological problems. That’s why Google does not suggest “viscoelastic” when searched for “rheology”. This may be misleading, however, when the user wants to know about rheology academically.

One thought on “How does Google suggests for "rheology"?

  1. pisces

    Google的这个wonder wheel貌似是基于用户搜索的,应当是没有经过工作人员的调整。也就是说这显示出来的是用户最常用的关联词。因此我觉得这不是语义学的问题,而是由于Google面向的是更广泛的人,而这些人对这门科学的认识理解并没有达到你所说的那个高度,因此Google把用户产生的关联性呈现出来了,而这并不是真正的学术上的关联性。因此这样的UGC功能,对专业人士是很不利的。

    对于一般人问的what is这样的问题,我觉得answers.com这样的网站也许更能找到合适的答案。

    当然,如果Google能给出专业性很强的搜索结果,那是自然是更好的事情。我只是试图解释一下为什么wonder wheel会失效。

Comments are closed.