5 Powerful Academic Tools You've Never Heard Of...

Andy Stapleton
3 Jan 202414:17

Summary

TLDR这份视频讲述了5款值得研究人员关注的新型学术工具,包括一款AI写作工具、一款文献链接工具、一款临床文献搜索工具、一款跨数据库文献搜索工具和一款学术自动写作工具。它们可以加速文献综述,链接研究进展,搜索最新证据,访问更多数据库和自动生成文稿第一稿。这些工具值得研究人员关注和探索。

Takeaways

  • 😀「Smoing」是一个多功能的学术工具,提供AI写作、研究论文生成等选项,支持多种语言输入,还可以自定义文章长度和是否包含谷歌学术搜索。
  • 📚「Smoing」的AI写作功能特别适合用于生成研究论文的初稿,虽然需要后续检查和修正,但它提供的参考文献质量相对较好。
  • 🔍「Insightful」是一个能够加速研究过程的工具,通过分析一系列学术论文来揭示最新文献,并能展示两篇论文间的文献联系。
  • 🤖「Insightful」能够帮助研究者理解其研究领域内的文献发展脉络,通过「文献连接器」功能连接早期和晚期的研究成果。
  • 🏥「Evidence Hunt」专为临床和生物医学研究领域设计,通过语义搜索提供文献摘要和重要证据,支持快速浏览和评估研究结果。
  • 🔬「Smart Search.org」允许用户跨多个数据库进行文献搜索,包括PubMed、谷歌学术等,以发现与研究相关的各种信息源。
  • 💡「Smart Search.org」通过提供一个统一的搜索平台简化了查找多个学术数据库的过程,帮助研究者更高效地进行文献综述。
  • ✍️「Yoo AI」是一个旨在加速学术论文写作的AI工具,提供结构化的文档编辑和自动完成建议,尽管现在可能还不够强大,但值得尝试。
  • 📈每个工具都旨在解决学术研究中的特定挑战,例如文献搜索、论文初稿生成、文献联系分析和快速证据查找。
  • 🔎这些工具的共同目标是提高研究效率,通过AI和自动化技术减轻研究者的负担,尤其在信息检索和论文写作方面。

Q & A

  • Smoing平台有哪些功能?

    -Smoing提供多种功能,包括重写、抄袭检测、AI写作、AI聊天、作业帮助、摘要生成等。

  • Smoing在学术写作方面的特别之处是什么?

    -Smoing的学术写作功能允许用户选择文章类型、段落数、是否包括Google Scholar搜索、引言和讨论部分,并能添加摘要。

  • Insightful平台如何帮助加速学术研究?

    -Insightful通过分析学术论文网络,帮助用户发现最新文献,并展示两篇论文之间的文献联系,以此来讲述研究的故事。

  • Evidence Hunt在临床和生物医学研究领域有何作用?

    -Evidence Hunt通过语义搜索来寻找文献和总结,提供重要证据的摘要,并以易于理解的方式呈现结果。

  • SmartSearch.org如何帮助进行文献搜索?

    -SmartSearch.org通过整合多个数据库,如PubMed、Google Scholar等,帮助用户更容易地找到与其研究领域相关的信息。

  • Yoo AI在学术写作中的用途是什么?

    -Yoo AI是一个学术AI写作工具,可以帮助简化论文结构的思考过程,支持自动完成和引用生成,使写作更高效。

  • Smoing如何确保引用的质量?

    -虽然Smoing为用户提供了初稿中的引用,但仍然建议用户使用他们的学术判断来确认这些引用的适用性。

  • Insightful平台如何展示文献之间的连接?

    -Insightful通过显示两篇论文之间的最小和最大跳数以及路径中的论文数量来展示文献之间的连接,帮助揭示研究的演变。

  • Evidence Hunt如何优化文献搜索的效率?

    -Evidence Hunt通过提供基于最重要证据的摘要和语义搜索结果,以简洁的方式帮助用户快速获取信息。

  • SmartSearch.org提供的服务中,对学术研究尤其有用的功能是什么?

    -SmartSearch.org的关键功能是能够搜索多个学术数据库,为用户提供一个广泛的信息来源,从而简化文献搜索过程。

Outlines

00:00

😃第一个工具Smoing

本段介绍了Smoing这个工具。它提供了文章改写、剽窃检查、AI写作等多种功能。特别提到了它的AI写作功能,可以自动生成研究论文初稿。它生成的内容质量不错,引用也基本相关。总体来说,这个工具的值得推荐,可以用来快速撰写研究论文第一稿。

Mindmap

Keywords

💡AI写作工具

视频中提到了几种AI写作工具,如smoing、Yoo AI等,它们可以通过AI技术自动生成学术论文的首稿,帮助研究人员更快更高效地撰写论文。这类工具对学术写作具有重要意义。

💡文献搜索

视频强调了文献搜索的重要性,并推荐了几种可以更高效搜索学术文献的工具,如insightful、evidence hunt等。这些工具可以加速文献综述过程,帮助研究人员全面了解研究领域的最新进展。

💡学术资源库

视频中提到智能学术搜索可以检索各种数据库中的文献信息,如Google Scholar、PubMed等,从而链接更多高质量的学术资源。这对扩大研究视野非常有帮助。

💡学术写作辅助

一些AI写作工具如Yoo AI不仅可以自动生成文章框架,还具备自动补全、自动引用等功能,可以有效辅助人工进行学术写作,提高写作效率。

💡学术界痛点

视频幽默地指出了学术界的一些“痛点”,如导师的古怪脾气、遍地搜寻文献的艰辛等。这彰显了创造有用的学术工具对帮助研究人员的重要性。

💡提高研究效率

视频中涉及的各种AI工具和学术资源搜索平台的共同目的,就是帮助研究人员提升工作效率,使他们能更快更好地开展研究工作。这是这些新兴工具的主要价值所在。

💡语言生成

一些AI写作工具展示了语言生成技术的潜力,可以自动生成通顺、连贯的段落,辅助人工编写论文初稿。这种功能有助于加快写作速度。

💡学术引用

有些工具提供了自动添加和格式化引用参考文献的功能,方便插入论文中的引用,生成引用表,避免人工处理文献引用的枯燥工作。

💡跨数据库检索

智能学术搜索可以跨多个数据库检索相关文献,利用不同数据库的优势,从而找到更全面、权威的研究成果,为学术工作提供支持。

💡文献网络可视化

insightful等工具实现了文献之间关系的可视化展示,通过文献网络连线的“跳数”,帮助研究人员快速理解文献之间的逻辑关联。

Highlights

介绍了一个名为smoing的学术工具,它提供了各种功能,包括重写、剽窃检查、AI写作等

smoing工具生成的参考文献质量还不错,尽管需要人工检查其适用性

insightful.xyz是一个发现最新文献的工具,可以分析文献之间的联系

Transcripts

00:00

here are the five academic tools you've

00:02

not heard about the first one is smoing

00:05

smoing has got a load of different

00:07

functionalities if you go to SM you log

00:10

in you can see you've got rewrite

00:12

plagiarism AI writing you've got all

00:14

these options down here you've got AI

00:16

chat you've got homework you've got

00:17

summarizer and more look they've even

00:19

run out of space here so they've got

00:21

more tools the one thing that I'm

00:23

interested though for Academia is the AI

00:26

writing and the research paper so if you

00:30

click on here you can see you've got a

00:31

load of options language options then

00:34

you put in a title or keywords then

00:36

you've got standard or super charged

00:38

article then you can select the number

00:40

of paragraphs you want then you can say

00:42

whether or not you want Google Scholar

00:44

search you want an introduction and

00:46

discussion and then you can put an

00:47

abstract as well I did this if I go to

00:50

my documents and I did it for

00:52

transparent electrod materials for

00:54

flexible devices and so here we go

00:57

transparent Electro materials for

00:59

flexible Electronics or that's what I

01:01

actually put so it put out a load of

01:05

quite interesting results then it's got

01:08

another section why are transparent

01:09

electronic materials important for

01:11

flexible Electronics there it give you

01:14

one of the reasons you know why it's

01:15

important then it looks at other

01:17

materials metal nanowires Silver

01:19

nanowires then they've also got thinner

01:22

silver nanowires then they've got

01:23

graphine they've got all of the

01:25

different things that actually I

01:27

researched when I was doing this as a

01:29

post stock and here's the one thing I

01:31

really like about this if you go down to

01:33

the bottom I've always been a little bit

01:35

concerned about the sorts of references

01:37

this sort of stuff pulls up especially

01:39

considering it's like a jack of all

01:41

trades and not specifically for research

01:44

but it's done a pretty good job now I'm

01:46

not saying these resources are perfect

01:49

you still have to go use your magic

01:51

academic brain to find out whether or

01:53

not they're suitable for inclusion in

01:55

this as a first draft but I think for

01:57

its price and for the quality of

02:01

information it actually spits out as

02:03

well as all of the other stuff that you

02:06

get access to down here um I think this

02:08

could be a really nice thing to use um

02:12

if you do want to start with your

02:14

research paper to get that first draft

02:17

using AI you know it's not perfect

02:20

nothing is but this is really powerful

02:23

and something you should know about

02:25

smoing interesting finding academic

02:28

papers is so important if if you're

02:30

going to find the most important

02:31

research in your field but it's a pain

02:33

in the ass to go through loads and loads

02:35

of different search options for finding

02:38

research papers I've done a video about

02:40

sort of like the process I would use go

02:42

check this one out here but this is a

02:44

tool that I think is really really

02:46

useful and Powerful it's called

02:48

insightful insightful allows you to

02:51

accelerate your research they always say

02:54

that they always say that but this one

02:58

helps you build a network of academic

03:00

papers that they'll analyze for you to

03:01

discover the most recent literature and

03:03

this is something that I've not seen

03:05

before where you can select two papers

03:07

and it will show you how the literature

03:09

connects them this is really important

03:11

for telling the story of your research

03:14

or any literature ofie that's

03:16

interesting to me I've not seen that

03:18

anywhere else so I'm going to actually

03:20

see if I can connect research from a

03:24

very very important

03:26

scientist me so here's one of my papers

03:30

a multi-layer approach to blah blah blah

03:32

I'm going to take that the one thing I

03:33

like about this where are we we're here

03:36

one thing I like about this you put it

03:37

in and then it actually recommends is it

03:40

this one yes it is I'll take that one

03:42

and then I've got my other paper that

03:44

was published much later in my post and

03:47

we'll see if we can connect them um one

03:49

of my first papers to one of my last

03:51

papers that's interesting to me and it's

03:53

a great way of telling the story of the

03:56

evolution of research so there we are

03:58

it's popped up again I like that that

03:59

one let's search so literature connector

04:02

it's always quite quick I found this

04:04

sort of like a really Speedy uh system

04:07

considering that it's going through so

04:08

many different papers so it says it to

04:11

get from my first paper to one of my

04:14

later papers that uh it says minimum

04:17

three hops maximum hops papers search

04:20

paths found and papers in path so these

04:22

are 26 papers I clearly need to know

04:25

about if I was to continue in this

04:27

research field and these are sorted by

04:31

um size so if there's loads of

04:33

connection to to them they're much

04:34

bigger these you can see have just got

04:36

like one or two connections these have

04:38

got loads and loads coming out the other

04:40

side so this is really important it's

04:43

really sort of like a really nice way to

04:46

see how research has evolved between

04:50

papers and I'd be interested to put some

04:52

really sort of like obscure connections

04:54

and see how many hops it takes but

04:56

ultimately I need to know everything

04:58

about these papers everything about

05:00

these papers it just makes it so much

05:02

easier to find the relevant literature

05:05

and these I think are hper relevant it's

05:09

like Mega relevant stuff for your

05:11

research get two papers plug them in

05:13

look at everything in the middle you've

05:15

just got yourself a literature review

05:17

perfect you can also put it into zero

05:20

with their plug-in brilliant check it

05:22

out

05:23

insightful.

05:26

xyz.com was clearly taken if you're in

05:29

the clinical and biomed research area I

05:32

would check out evidence hunt evidence

05:34

Hunt is a really cool way here I'm going

05:36

to go to new chat um is a really great

05:39

way of finding literature and summaries

05:42

of semantically searched research

05:45

questions boom so here we are let's just

05:48

use one of these so hi how can I help

05:50

you you're so polite I want to find out

05:53

about here we are how to assess stroke

05:55

risk in atrial fibrillation I'm going to

05:58

click that and you'll see it goes away

06:01

and uh finds the most important evidence

06:04

it also summarizes it for us and puts it

06:06

in nice bite-sized

06:07

chunks this is taking

06:13

forever I'm going spin in my chair until

06:16

it's

06:21

[Music]

06:24

finished let's go back new chat can

06:27

mindfulness prevent burnout let's try

06:29

that one oh thank Christ for that it's

06:31

finished okay so based on the top search

06:34

results the answer to your question is

06:36

yes practicing mindfulness techniques

06:38

and it says systematic review there a

06:40

study on Chinese college students uh if

06:42

I click on these I wonder what there we

06:44

are it pops up and this is from 2023

06:47

super relevant I love it when they

06:49

actually look for recent developments

06:52

because that's so important um and also

06:54

look it tells you whether or not it's a

06:56

population question an intervention

06:58

control outcome and conclusion great way

07:01

to scan the uh abstracts that are given

07:05

so if I want to find out the outcome

07:06

seep quality and perceive stress of T

07:08

blah blah brilliant so really like this

07:11

is a great way to actually sort of scan

07:13

the literature and find the most

07:15

important stuff if you are in the

07:16

clinical and biomedical research field

07:18

um I wish something like this existed

07:21

outside of this field fingers cross it

07:24

comes soon do you know what it's really

07:26

annoying in research other than your

07:28

supervisor's little quirks that are so

07:30

weird that you're kind of questioning

07:32

whether or not they're a real person and

07:34

not just an alien that's been flown in

07:36

to do research to make the world a

07:37

better place it is trying to find all of

07:40

the literature across different

07:42

databases check out smart search.org

07:45

look at this it goes through all of

07:47

these PubMed Google Scholar lens scopus

07:49

and many more nice so here we go search

07:52

the best databases in Academia that's

07:55

exactly what I want to do so scholarly

07:57

records yes keywords or subjects I think

08:00

I'm going to go keywords let's have a

08:02

look at all of the keywords that I male

08:05

grooming when did I search for that nice

08:08

all right I'm going to look for um uh

08:11

Nano

08:12

materials okay great select keyword Nano

08:16

Nano oh n chemistry select keywords why

08:21

is it not in there okay uh let's go down

08:24

and uh look at chemistry I'm going to go

08:27

and look at uh beans nice that's what I

08:31

want catalyzed carbin does it get much

08:34

sexier select keywords and now I can go

08:37

in and look at all the databases that

08:38

actually contain information related to

08:41

my field so here we are I go in and you

08:43

can see that Cass scifinder Google

08:46

Scholar one world so all of these are

08:49

where I could potentially get

08:51

information about my field but

08:53

unfortunately you know I wouldn't know

08:55

half of these to be honest core never

08:57

heard of that one semantics scholar I

08:59

know that one I'm clever um neighor

09:02

academic what the hell is that so these

09:05

are databases that I could start to

09:07

include in my literature search and all

09:10

I need to do then is uh go in and uh

09:12

find all of the things in this database

09:15

much easier than having to go and rely

09:18

only on stuff like Google Scholar

09:20

semantic search elicit even like all of

09:23

those things are incredibly powerful but

09:26

this is going to make your literature

09:27

search even better you can also sort of

09:29

look at books conference papers Journal

09:32

Publications one thing I like if we go

09:34

back in this

09:36

searches searches the

09:40

databases what searches the databases

09:43

must support default so show largest

09:46

database first great systematic keyword

09:49

searching forward citation searching I

09:51

like the idea of that and also gray

09:54

literature searching I want to find

09:56

unpublished documents Gray sneaky the

10:00

underbelly of academic publishing I want

10:03

to see about that so super powerful if

10:06

you're um wanting the best databases in

10:09

Academia easy done all of the thought

10:13

process for finding these important

10:15

databases has been made much easier go

10:19

check it out automatic writers some

10:21

people love them some people hate them

10:23

I'm somewhere in the middle I think they

10:25

can be a very useful tool if they're

10:27

used correctly this one is Yoo AI Yoo yo

10:34

moo AI here we go at the moment look at

10:36

that they got a discount code brilliant

10:38

but this is an academic AI for writing

10:41

your paper faster it able you to

10:44

simplify the process of thinking about

10:46

the structure of what to include um I've

10:49

been triing it I'm a little bit on the

10:51

fence about how powerful this really is

10:54

but I think you should know about it

10:55

still so once you've signed up and I've

10:58

paid some of my hard-earned money to

11:02

access a trial of this um and I wanted

11:04

to know about the emerging nanomaterials

11:07

in enhancing the efficiency of organic

11:09

photovoltaic devices that's what I

11:10

wanted so you can see that I chose to

11:14

have the different sections created for

11:16

me I kind of like that I always work

11:19

with the structure first before delving

11:22

into the details and uh it has got this

11:25

Auto writer so you need to go up to

11:27

settings and you need to turn on auto

11:29

complete But ultimately all you need to

11:32

do then is start writing and these

11:34

things will pop up in Gray so you can

11:36

see schematic representation of organic

11:38

photo devices shown yeah I like that

11:41

I'll have that and then um it says enter

11:45

some text or press shift tab for

11:47

continuation um so fundamentals of

11:49

nanomaterials so I'll just put in Nano

11:52

come on stage Nano materials for um

11:57

photo jeez Jesus come on

12:01

fic this is terrible all right never

12:04

ever listen to me for spelling nanom

12:07

materials include let's see what we've

12:10

got include we'll double click um let's

12:13

say okay there we are organic

12:14

semiconductors inorganic metal materials

12:16

and carbon nanot tubes okay that's

12:19

interesting then if I want to to

12:21

actually sort of like add a citation in

12:23

for that I can select it then you've got

12:25

this thing that pops up that says use AI

12:28

then I can par paraphrase shorten expand

12:31

academe academized make it more boring

12:36

and super precise so that your reviewers

12:39

love it um then you summarize bullets to

12:42

text oh I like that one so if you have

12:44

bullets from a brainstorm you could turn

12:46

it into text I do that a lot site and

12:49

then we've got in-depth okay so at the

12:50

moment I want to see what citations it

12:52

can come up with for that sentence and

12:55

here we are it's come up with some

12:56

options I would need to go through his

12:58

carbon choose the route towards

12:59

applications yeah I'm going to include

13:01

that I can go check it out brilliant

13:03

there's a PDF I can go read it before it

13:05

goes in and then I can just quickly say

13:07

add citation it's been in and then right

13:09

down the bottom it's actually included

13:12

them in this uh referencing section and

13:16

we can change the referencing style here

13:19

so that uh it's easy to just add

13:22

references and citations love it so this

13:26

is an equivalent to something like Jenny

13:28

AI I don't think this is as powerful at

13:31

the moment but I do like it um I do

13:34

think you should sort of like compare

13:36

this one and Jenny AI but ultimately

13:38

this could be really good so there we

13:40

have it there are the five academic AI

13:42

tools that you've not heard about let me

13:44

know in the comments below what you

13:45

would add and also if you like this

13:47

video go check out this one where I talk

13:49

about the six academic AI tools you'll

13:52

actually use for research because

13:53

they're super useful and Powerful go

13:56

check it out it's a great

13:57

watch