An identifier is a name that identifies (that is, labels the identity of) either a unique object or a unique class of objects, where the "object" or class may be an idea, physical [countable] object (or class thereof), or physical [noncountable] substance (or class thereof). The abbreviation ID often refers to identity, identification (the process of identifying), or an identifier (that is, an instance of identification). An identifier may be a word, number, letter, symbol, or any combination of those.
The words, numbers, letters, or symbols may follow an encoding system (wherein letters, digits, words, or symbols stand for (represent) ideas or longer names) or they may simply be arbitrary. When an identifier follows an encoding system, it is often referred to as a code or IDcode. Identifiers that do not follow any encoding scheme are often said to be arbitraryIDs; they are arbitrarily assigned and have no greater meaning. (Sometimes identifiers are called "codes" even when they are actually arbitrary, whether because the speaker believes that they have deeper meaning or simply because he is speaking casually and imprecisely.)
Server names may be named by their role or follow a common theme such as colors, countries, cities, planets, chemical element, scientists, etc. If servers are in multiple different geographical locations they may be named by closest airport code.
Such as web-01, web-02, web-03, mail-01, db-01, db-02.
Airport code example:
City-State-Nation example:
Thus, a production server in Minneapolis, Minnesota would be nnn.ps.min.mn.us.example.com, or a development server in Vancouver, BC, would be nnn.ds.van.bc.ca.example.com.
Large networks often use a systematic naming scheme, such as using a location (e.g. a department) plus a purpose to generate a name for a computer.
For example, a web server in NY may be called "nyc-www-04.xyz.net".
Angelo Agostini (1843–1910), illustrator, journalist and founder of several publications, and although born in Italy, is considered the first Brazilian cartoonist
Angelo is the deputy to Vincentio, the Duke of Vienna, who begins the play by departing the city under mysterious circumstances and leaves the strait-laced Angelo in power. Angelo's first act is to begin the enforcement of an old law that makes fornication punishable by death, but proves himself a hypocrite when Isabella, the sister of Claudio, the first man sentenced under the law, comes to plead for her brother's life. Angelo agrees to commute the sentence only if she will sleep with him. Angelo is ultimately duped by being set up with Mariana, a woman he was once betrothed to, who masquerades as Isabella at the assignation. And after Angelo thinks he has attained the object of desire, he covers his tracks by ordering the execution of Claudio after all. But before the scheme is revealed to him, he admits his angst over his behaviour:
"This deed unshapes me quite, makes me unpregnant
And dull to all proceedings. A deflower'd maid!
And by an eminent body that enforced
The law against it! But that her tender shame
Will not proclaim against her maiden loss,
How might she tongue me! Yet reason dares her no;
For my authority bears of a credent bulk,
That no particular scandal once can touch
But it confounds the breather. He should have lived,
Save that riotous youth, with dangerous sense,
Might in the times to come have ta'en revenge,
By so receiving a dishonour'd life
With ransom of such shame. Would yet he had lived!
A lack, when once our grace we have forgot,
Nothing goes right: we would, and we would not."
Diamond Is Unbreakable(ダイヤモンドは砕けない,Daiyamondo wa Kudakenai, formerly translated as Diamond Is Not Crash) is the fourth story arc of the Japanese manga series JoJo's Bizarre Adventure, written and illustrated by Hirohiko Araki. It was serialized in Weekly Shōnen Jump from 1992 to 1995. In its original publication, it was titled JoJo's Bizarre Adventure Part 4: Jōsuke Higashikata(ジョジョの奇妙な冒険 第4部 東方仗助,JoJo no Kimyō na Bōken Dai Yon Bu: Higashikata Jōsuke). The series will be adapted as the third season of David Production's JoJo's Bizarre Adventure television anime series in April 2016.
Araki retroactively introduced the Bow and Arrow in this arc, which causes people pierced by it to develop Stand ability. Apparently this was used on DIO at the beginning of Part 3, which not only gave him a Stand but causes Stands to develop in the Joestar bloodline as well. As it is the fourth part of the series, the 174 chapters pick up where the third left off and are numbered 266 to 439, with the tankōbon volumes numbered 29 to 46 (the last three chapters are in volume 47). It was preceded by Stardust Crusaders and followed by Vento Aureo.
These theories are usually studied in the context of real and complex numbers and functions. Analysis evolved from calculus, which involves the elementary concepts and techniques of analysis.
Analysis may be distinguished from geometry; however, it can be applied to any space of mathematical objects that has a definition of nearness (a topological space) or specific distances between objects (a metric space).
WILDERUN - Identifier (Radio edit) (OFFICIAL VIDEO)
Taken from the album "Epigone", out January 7th, 2022
Order now: https://wilderun.lnk.to/EpigoneID
Follow WILDERUN:
https://linktr.ee/wilderun
Video created by Brendan MCGowan http://www.brendanmcgowan.com/
---
#Wilderun #Identifier
published: 03 Dec 2021
Identifiers in C++
C++ Programming: Identifiers in C++
Topics discussed:
1. Identifiers in C++.
2. Rules for Identifiers.
3. C++ Keywords.
4. Alternative Operator Names.
5. Conventions for Variable Names.
Follow Neso Academy on Instagram: @nesoacademy (https://bit.ly/2XP63OE)
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Axol x Alex Skrindo - You [NCS Release]
#CPPByNeso #CPP #Identifiers
published: 06 Oct 2021
Identifiers in C programming👩💻🧑💻 with example & execution
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Other subject-wise playlist Links:
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►Database Management System:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFAN6I8CuViBuCdJgiOkT2Y
► Theory of Computation
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFM9Lj5G9G_76adtyb4ef7i
►Artificial Intelligence:
https://www....
published: 29 Nov 2022
Identifier - Programming Languages
This video is part of an online course, Programming Languages. Check out the course here: https://www.udacity.com/course/cs262.
published: 03 Jun 2012
Identifier
Provided to YouTube by Century Media
Identifier · Wilderun
Epigone
℗ 2021 Century Media Records Ltd. under exclusive license from Wilderun
Released on: 2022-01-07
Composer, Lyricist: Evan Berry
Composer, Lyricist: Dan Müller
Composer, Lyricist: Wayne Ingram
Composer, Lyricist: Jon Teachey
Composer, Lyricist: Joe Gettler
Auto-generated by YouTube.
published: 06 Jan 2022
Minemice - Identifier
published: 07 May 2013
Identifiers in C programming | Learn Coding
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published: 08 Sep 2020
What Plant Identifier App Is Best? I Tested Them,.
I tested Plant Identification Apps so you don't have to!
I tested the top 7 Plant ID apps by running 234 different images through them and recording the results. I will share my findings with you here.
As I stated in the video - as impressive as these plant ID apps are, they should not be used to determine whether a plant is safe to eat, or something similar. Do your own research, and don't forage plants in the wild unless you are competent and have been trained.
Links:
Emerging weed ID database - https://growitbuildit.com/pictures-of-common-lawn-and-garden-weeds-spring-emergence/
Results and graphs - https://growitbuildit.com/plant-identification-apps-tested/
Table of contents:
00:00 - Intro/background
01:40 - Results - high level
03:08 - App selection
03:33 - Blossom
...
WILDERUN - Identifier (Radio edit) (OFFICIAL VIDEO)
Taken from the album "Epigone", out January 7th, 2022
Order now: https://wilderun.lnk.to/EpigoneID
Follow W...
WILDERUN - Identifier (Radio edit) (OFFICIAL VIDEO)
Taken from the album "Epigone", out January 7th, 2022
Order now: https://wilderun.lnk.to/EpigoneID
Follow WILDERUN:
https://linktr.ee/wilderun
Video created by Brendan MCGowan http://www.brendanmcgowan.com/
---
#Wilderun #Identifier
WILDERUN - Identifier (Radio edit) (OFFICIAL VIDEO)
Taken from the album "Epigone", out January 7th, 2022
Order now: https://wilderun.lnk.to/EpigoneID
Follow WILDERUN:
https://linktr.ee/wilderun
Video created by Brendan MCGowan http://www.brendanmcgowan.com/
---
#Wilderun #Identifier
C++ Programming: Identifiers in C++
Topics discussed:
1. Identifiers in C++.
2. Rules for Identifiers.
3. C++ Keywords.
4. Alternative Operator Names.
5. Conve...
C++ Programming: Identifiers in C++
Topics discussed:
1. Identifiers in C++.
2. Rules for Identifiers.
3. C++ Keywords.
4. Alternative Operator Names.
5. Conventions for Variable Names.
Follow Neso Academy on Instagram: @nesoacademy (https://bit.ly/2XP63OE)
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Twitter ► https://twitter.com/nesoacademy
Music:
Axol x Alex Skrindo - You [NCS Release]
#CPPByNeso #CPP #Identifiers
C++ Programming: Identifiers in C++
Topics discussed:
1. Identifiers in C++.
2. Rules for Identifiers.
3. C++ Keywords.
4. Alternative Operator Names.
5. Conventions for Variable Names.
Follow Neso Academy on Instagram: @nesoacademy (https://bit.ly/2XP63OE)
Contribute: http://www.nesoacademy.org/donate
Memberships: https://bit.ly/2U7YSPI
Books: https://www.nesoacademy.org/recommended-books
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Forum ► https://forum.nesoacademy.org/
Facebook ► https://goo.gl/Nt0PmB
Twitter ► https://twitter.com/nesoacademy
Music:
Axol x Alex Skrindo - You [NCS Release]
#CPPByNeso #CPP #Identifiers
👉Subscribe to our new channel:https://www.youtube.com/@varunainashots
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https://www.youtube.com/playlist?list=PLxCzCOWd7aiGmiGl_DOuRMJYG8tOVua...
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Programming in C:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGmiGl_DOuRMJYG8tOVuapB
► Programming in C (Complete Playlist):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGmiGl_DOuRMJYG8tOVuapB
Other subject-wise playlist Links:
--------------------------------------------------------------------------------------------------------------------------------------
►Design and Analysis of algorithms (DAA):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHcmS4i14bI0VrMbZTUvlTa
►Database Management System:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFAN6I8CuViBuCdJgiOkT2Y
► Theory of Computation
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFM9Lj5G9G_76adtyb4ef7i
►Artificial Intelligence:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHGhOHV-nwb0HR5US5GFKFI
►Computer Networks (Complete Playlist):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGFBD2-2joCpWOLUrDLvVV_
►Operating System:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGz9donHRrE9I3Mwn6XdP8p
►Structured Query Language (SQL):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHqU4HKL7-SITyuSIcD93id
►Discrete Mathematics:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiH2wwES9vPWsEL6ipTaUSl3
►Compiler Design:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiEKtKSIHYusizkESC42diyc
►Number System:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFOet6KEEqDff1aXEGLdUzn
►Cloud Computing & BIG Data:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHRHVUtR-O52MsrdUSrzuy4
►Software Engineering:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiEed7SKZBnC6ypFDWYLRvB2
►Data Structure:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiEwaANNt3OqJPVIxwp2ebiT
►Computer Architecture :
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHMonh3G6QNKq53C6oNXGrX
►Graph Theory (Complete Playlist):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiG0M5FqjyoqB20Edk0tyzVt
►Digital Logic:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGmXg4NoX6R31AsC5LeCPHe
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► Programming in C (Complete Playlist):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGmiGl_DOuRMJYG8tOVuapB
Other subject-wise playlist Links:
--------------------------------------------------------------------------------------------------------------------------------------
►Design and Analysis of algorithms (DAA):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHcmS4i14bI0VrMbZTUvlTa
►Database Management System:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFAN6I8CuViBuCdJgiOkT2Y
► Theory of Computation
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFM9Lj5G9G_76adtyb4ef7i
►Artificial Intelligence:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHGhOHV-nwb0HR5US5GFKFI
►Computer Networks (Complete Playlist):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGFBD2-2joCpWOLUrDLvVV_
►Operating System:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiGz9donHRrE9I3Mwn6XdP8p
►Structured Query Language (SQL):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHqU4HKL7-SITyuSIcD93id
►Discrete Mathematics:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiH2wwES9vPWsEL6ipTaUSl3
►Compiler Design:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiEKtKSIHYusizkESC42diyc
►Number System:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiFOet6KEEqDff1aXEGLdUzn
►Cloud Computing & BIG Data:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHRHVUtR-O52MsrdUSrzuy4
►Software Engineering:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiEed7SKZBnC6ypFDWYLRvB2
►Data Structure:
https://www.youtube.com/playlist?list=PLxCzCOWd7aiEwaANNt3OqJPVIxwp2ebiT
►Computer Architecture :
https://www.youtube.com/playlist?list=PLxCzCOWd7aiHMonh3G6QNKq53C6oNXGrX
►Graph Theory (Complete Playlist):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiG0M5FqjyoqB20Edk0tyzVt
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Provided to YouTube by Century Media
Identifier · Wilderun
Epigone
℗ 2021 Century Media Records Ltd. under exclusive license from Wilderun
Released on: 2022...
Provided to YouTube by Century Media
Identifier · Wilderun
Epigone
℗ 2021 Century Media Records Ltd. under exclusive license from Wilderun
Released on: 2022-01-07
Composer, Lyricist: Evan Berry
Composer, Lyricist: Dan Müller
Composer, Lyricist: Wayne Ingram
Composer, Lyricist: Jon Teachey
Composer, Lyricist: Joe Gettler
Auto-generated by YouTube.
Provided to YouTube by Century Media
Identifier · Wilderun
Epigone
℗ 2021 Century Media Records Ltd. under exclusive license from Wilderun
Released on: 2022-01-07
Composer, Lyricist: Evan Berry
Composer, Lyricist: Dan Müller
Composer, Lyricist: Wayne Ingram
Composer, Lyricist: Jon Teachey
Composer, Lyricist: Joe Gettler
Auto-generated by YouTube.
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Please Subscribe our Channel...!
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I tested Plant Identification Apps so you don't have to!
I tested the top 7 Plant ID apps by running 234 different images through them and recording the resu...
I tested Plant Identification Apps so you don't have to!
I tested the top 7 Plant ID apps by running 234 different images through them and recording the results. I will share my findings with you here.
As I stated in the video - as impressive as these plant ID apps are, they should not be used to determine whether a plant is safe to eat, or something similar. Do your own research, and don't forage plants in the wild unless you are competent and have been trained.
Links:
Emerging weed ID database - https://growitbuildit.com/pictures-of-common-lawn-and-garden-weeds-spring-emergence/
Results and graphs - https://growitbuildit.com/plant-identification-apps-tested/
Table of contents:
00:00 - Intro/background
01:40 - Results - high level
03:08 - App selection
03:33 - Blossom
03:55 - Google Lens
04:15 - Inaturalist
04:40 - PictureThis
05:02 - PlantApp
05:22 - PlantStory
05:41 - Plant.net
06:05 - methodology
06:45 - Detailed results
07:33 - Results by plant type
09:35 - Results by plant part (bark,leaf,bloom)
10:54 - Discussion
I tested Plant Identification Apps so you don't have to!
I tested the top 7 Plant ID apps by running 234 different images through them and recording the results. I will share my findings with you here.
As I stated in the video - as impressive as these plant ID apps are, they should not be used to determine whether a plant is safe to eat, or something similar. Do your own research, and don't forage plants in the wild unless you are competent and have been trained.
Links:
Emerging weed ID database - https://growitbuildit.com/pictures-of-common-lawn-and-garden-weeds-spring-emergence/
Results and graphs - https://growitbuildit.com/plant-identification-apps-tested/
Table of contents:
00:00 - Intro/background
01:40 - Results - high level
03:08 - App selection
03:33 - Blossom
03:55 - Google Lens
04:15 - Inaturalist
04:40 - PictureThis
05:02 - PlantApp
05:22 - PlantStory
05:41 - Plant.net
06:05 - methodology
06:45 - Detailed results
07:33 - Results by plant type
09:35 - Results by plant part (bark,leaf,bloom)
10:54 - Discussion
ElixirConf 2021 - Vanessa Lee - And Yet Akin: Name Disambiguation in Elixir
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
published: 23 Oct 2021
A Visual Analytics Approach to Author Name Disambiguation
Title: A Visual Analytics Approach to Author Name Disambiguation
published: 11 Oct 2016
And Yet Akin: Name Disambiguation in Elixir | Vanessa Lee | Code BEAM America 2021
This video was recorded at Code BEAM America 2021 - https://codesync.global/conferences/code-beam-sf-2021/
And Yet Akin: Name Disambiguation in Elixir | Vanessa Lee - Senior Software Engineer at Interfolio
ABSTRACT
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
OBJECTIVES:
To introduce the ...
published: 16 Sep 2022
A Visual Approach for Name Disambiguation in Coauthorship Networks
published: 17 Oct 2018
Name Disambiguation in AMiner: Clustering, Maintenance, and Human in the Loop
Authors:
Yutao Zhang (Tsinghua University); Fanjin Zhang (Tsinghua University); Peiran Yao (Tsinghua University); Jie Tang (Tsinghua University)
More on http://www.kdd.org/kdd2018/
published: 12 Jun 2018
Author Name Disambiguation Top # 6 Facts
Author Name Disambiguation Top # 6 Facts
published: 28 Oct 2015
Technical Track: gambit – An Open Source Name Disambiguation Tool for Version Control Systems
Name disambiguation is a complex but highly relevant challenge whenever analysing real-world user data, such as data from version control systems. We propose gambit, a rule-based disambiguation tool that only relies on name and email information. We evaluate its performance against two commonly used algorithms with similar characteristics, on manually disambiguated ground-truth data from the Gnome GTK project. Our results show that gambit significantly outperforms both algorithms in terms of precision as well as F1 score.
Uploaded with Clowdr https://clowdr.org/
published: 01 Jun 2021
DisamBERT: Author name disambiguation based on BERT [SciNLP poster presentation]
Scientific endeavor revolves around scientists. Yet data about scientists are notoriously inaccurate due to the challenging and ubiquitous problem of author name disambiguation. Here, we propose a new disambiguation framework based on BERT, which can automatically select the most useful features for disambiguation and achieved a decent performance. Visit our poster at SciNLP!
published: 30 Sep 2021
Disambiguation – Linking Data Science and Engineering | NLP Summit 2020
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as a...
published: 07 Jan 2021
Name disambiguation in Aminer
Name disambiguation in Aminer
Zhang, Jing; Tang, Jie
Sci China Inf Sci, 2021, 64(4): 144101
Name disambiguation, aiming at disambiguating who is who, is one of the fundamental problems of the online academic network platforms such as Google scholar, microsoft academic and AMiner. This study takes AMiner, a free online academic search and mining system, as the example to explain how we deal with the name ambiguity problem under three different scenarios. AMiner has already extracted 13 million researchers' profiles from the Web and integrated with 20 million papers from heterogeneous publication databases, with a growth rate of over 500000 per month. From the beginning when the system is built to the running and updating phases, we need to pay continuous attention on the problem of name ...
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added ...
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
This video was recorded at Code BEAM America 2021 - https://codesync.global/conferences/code-beam-sf-2021/
And Yet Akin: Name Disambiguation in Elixir | Vanes...
This video was recorded at Code BEAM America 2021 - https://codesync.global/conferences/code-beam-sf-2021/
And Yet Akin: Name Disambiguation in Elixir | Vanessa Lee - Senior Software Engineer at Interfolio
ABSTRACT
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
OBJECTIVES:
To introduce the problem of name disambiguation and string comparison by looking at two existing string comparison libraries before addressing the process of combining them into a single repository. I hope attendees will leave understanding the problem as well as the strengths, limitations, and possibilities of the new library and how it can be used to address the challenges of name disambiguation.
AUDIENCE:
Beginner to intermediate programmers.
• Timecodes
00:00 - 03:54 - Intro
03:55 - 05:14 - String Comparison Algorithms
05:15 - 09:42 - Akin
09:43 - 13:20 - Axon & Training Data: DBLP
13:21 - 18:09 - NX and Axon
18:10 - 19:36 - What's next?
19:36 - 36:43 - QnA
• Follow us on social:
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Attend the next Code Sync conference near you!
See what's coming up at: https://codesync.global
• SUBSCRIBE TO OUR CHANNEL
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See what's coming up at: https://codesync.global
This video was recorded at Code BEAM America 2021 - https://codesync.global/conferences/code-beam-sf-2021/
And Yet Akin: Name Disambiguation in Elixir | Vanessa Lee - Senior Software Engineer at Interfolio
ABSTRACT
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
OBJECTIVES:
To introduce the problem of name disambiguation and string comparison by looking at two existing string comparison libraries before addressing the process of combining them into a single repository. I hope attendees will leave understanding the problem as well as the strengths, limitations, and possibilities of the new library and how it can be used to address the challenges of name disambiguation.
AUDIENCE:
Beginner to intermediate programmers.
• Timecodes
00:00 - 03:54 - Intro
03:55 - 05:14 - String Comparison Algorithms
05:15 - 09:42 - Akin
09:43 - 13:20 - Axon & Training Data: DBLP
13:21 - 18:09 - NX and Axon
18:10 - 19:36 - What's next?
19:36 - 36:43 - QnA
• Follow us on social:
Twitter: https://twitter.com/CodeBEAMio
LinkedIn: https://www.linkedin.com/company/27159258
• Looking for a unique learning experience?
Attend the next Code Sync conference near you!
See what's coming up at: https://codesync.global
• SUBSCRIBE TO OUR CHANNEL
https://www.youtube.com/channel/UC47eUBNO8KBH_V8AfowOWOw
See what's coming up at: https://codesync.global
Authors:
Yutao Zhang (Tsinghua University); Fanjin Zhang (Tsinghua University); Peiran Yao (Tsinghua University); Jie Tang (Tsinghua University)
More on http:...
Authors:
Yutao Zhang (Tsinghua University); Fanjin Zhang (Tsinghua University); Peiran Yao (Tsinghua University); Jie Tang (Tsinghua University)
More on http://www.kdd.org/kdd2018/
Authors:
Yutao Zhang (Tsinghua University); Fanjin Zhang (Tsinghua University); Peiran Yao (Tsinghua University); Jie Tang (Tsinghua University)
More on http://www.kdd.org/kdd2018/
Name disambiguation is a complex but highly relevant challenge whenever analysing real-world user data, such as data from version control systems. We propose ga...
Name disambiguation is a complex but highly relevant challenge whenever analysing real-world user data, such as data from version control systems. We propose gambit, a rule-based disambiguation tool that only relies on name and email information. We evaluate its performance against two commonly used algorithms with similar characteristics, on manually disambiguated ground-truth data from the Gnome GTK project. Our results show that gambit significantly outperforms both algorithms in terms of precision as well as F1 score.
Uploaded with Clowdr https://clowdr.org/
Name disambiguation is a complex but highly relevant challenge whenever analysing real-world user data, such as data from version control systems. We propose gambit, a rule-based disambiguation tool that only relies on name and email information. We evaluate its performance against two commonly used algorithms with similar characteristics, on manually disambiguated ground-truth data from the Gnome GTK project. Our results show that gambit significantly outperforms both algorithms in terms of precision as well as F1 score.
Uploaded with Clowdr https://clowdr.org/
Scientific endeavor revolves around scientists. Yet data about scientists are notoriously inaccurate due to the challenging and ubiquitous problem of author nam...
Scientific endeavor revolves around scientists. Yet data about scientists are notoriously inaccurate due to the challenging and ubiquitous problem of author name disambiguation. Here, we propose a new disambiguation framework based on BERT, which can automatically select the most useful features for disambiguation and achieved a decent performance. Visit our poster at SciNLP!
Scientific endeavor revolves around scientists. Yet data about scientists are notoriously inaccurate due to the challenging and ubiquitous problem of author name disambiguation. Here, we propose a new disambiguation framework based on BERT, which can automatically select the most useful features for disambiguation and achieved a decent performance. Visit our poster at SciNLP!
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021...
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as an on-demand job.
We also discuss some of our learnings and process improvements that were needed to strike a balance between data science goals and engineering constraints and present our current work on improving performance through BERT-embedding based contextual similarity.
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as an on-demand job.
We also discuss some of our learnings and process improvements that were needed to strike a balance between data science goals and engineering constraints and present our current work on improving performance through BERT-embedding based contextual similarity.
Name disambiguation in Aminer
Zhang, Jing; Tang, Jie
Sci China Inf Sci, 2021, 64(4): 144101
Name disambiguation, aiming at disambiguating who is who, is one ...
Name disambiguation in Aminer
Zhang, Jing; Tang, Jie
Sci China Inf Sci, 2021, 64(4): 144101
Name disambiguation, aiming at disambiguating who is who, is one of the fundamental problems of the online academic network platforms such as Google scholar, microsoft academic and AMiner. This study takes AMiner, a free online academic search and mining system, as the example to explain how we deal with the name ambiguity problem under three different scenarios. AMiner has already extracted 13 million researchers' profiles from the Web and integrated with 20 million papers from heterogeneous publication databases, with a growth rate of over 500000 per month. From the beginning when the system is built to the running and updating phases, we need to pay continuous attention on the problem of name disambiguation. In the following parts, we discuss the problem on three scenarios during the whole life cycle of AMiner, i.e., name disambiguation when the system is built from scratch (full ND), name disambiguation when persons' profiles are continuously updated (continuous ND) and error detection upon existing persons' profiles (error detection).
Name disambiguation in Aminer
Zhang, Jing; Tang, Jie
Sci China Inf Sci, 2021, 64(4): 144101
Name disambiguation, aiming at disambiguating who is who, is one of the fundamental problems of the online academic network platforms such as Google scholar, microsoft academic and AMiner. This study takes AMiner, a free online academic search and mining system, as the example to explain how we deal with the name ambiguity problem under three different scenarios. AMiner has already extracted 13 million researchers' profiles from the Web and integrated with 20 million papers from heterogeneous publication databases, with a growth rate of over 500000 per month. From the beginning when the system is built to the running and updating phases, we need to pay continuous attention on the problem of name disambiguation. In the following parts, we discuss the problem on three scenarios during the whole life cycle of AMiner, i.e., name disambiguation when the system is built from scratch (full ND), name disambiguation when persons' profiles are continuously updated (continuous ND) and error detection upon existing persons' profiles (error detection).
WILDERUN - Identifier (Radio edit) (OFFICIAL VIDEO)
Taken from the album "Epigone", out January 7th, 2022
Order now: https://wilderun.lnk.to/EpigoneID
Follow WILDERUN:
https://linktr.ee/wilderun
Video created by Brendan MCGowan http://www.brendanmcgowan.com/
---
#Wilderun #Identifier
C++ Programming: Identifiers in C++
Topics discussed:
1. Identifiers in C++.
2. Rules for Identifiers.
3. C++ Keywords.
4. Alternative Operator Names.
5. Conventions for Variable Names.
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#CPPByNeso #CPP #Identifiers
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►Operating System:
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►Structured Query Language (SQL):
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https://www.youtube.com/playlist?list=PLxCzCOWd7aiFOet6KEEqDff1aXEGLdUzn
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https://www.youtube.com/playlist?list=PLxCzCOWd7aiHRHVUtR-O52MsrdUSrzuy4
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https://www.youtube.com/playlist?list=PLxCzCOWd7aiEwaANNt3OqJPVIxwp2ebiT
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https://www.youtube.com/playlist?list=PLxCzCOWd7aiHMonh3G6QNKq53C6oNXGrX
►Graph Theory (Complete Playlist):
https://www.youtube.com/playlist?list=PLxCzCOWd7aiG0M5FqjyoqB20Edk0tyzVt
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Provided to YouTube by Century Media
Identifier · Wilderun
Epigone
℗ 2021 Century Media Records Ltd. under exclusive license from Wilderun
Released on: 2022-01-07
Composer, Lyricist: Evan Berry
Composer, Lyricist: Dan Müller
Composer, Lyricist: Wayne Ingram
Composer, Lyricist: Jon Teachey
Composer, Lyricist: Joe Gettler
Auto-generated by YouTube.
I tested Plant Identification Apps so you don't have to!
I tested the top 7 Plant ID apps by running 234 different images through them and recording the results. I will share my findings with you here.
As I stated in the video - as impressive as these plant ID apps are, they should not be used to determine whether a plant is safe to eat, or something similar. Do your own research, and don't forage plants in the wild unless you are competent and have been trained.
Links:
Emerging weed ID database - https://growitbuildit.com/pictures-of-common-lawn-and-garden-weeds-spring-emergence/
Results and graphs - https://growitbuildit.com/plant-identification-apps-tested/
Table of contents:
00:00 - Intro/background
01:40 - Results - high level
03:08 - App selection
03:33 - Blossom
03:55 - Google Lens
04:15 - Inaturalist
04:40 - PictureThis
05:02 - PlantApp
05:22 - PlantStory
05:41 - Plant.net
06:05 - methodology
06:45 - Detailed results
07:33 - Results by plant type
09:35 - Results by plant part (bark,leaf,bloom)
10:54 - Discussion
An identifier is a name that identifies (that is, labels the identity of) either a unique object or a unique class of objects, where the "object" or class may be an idea, physical [countable] object (or class thereof), or physical [noncountable] substance (or class thereof). The abbreviation ID often refers to identity, identification (the process of identifying), or an identifier (that is, an instance of identification). An identifier may be a word, number, letter, symbol, or any combination of those.
The words, numbers, letters, or symbols may follow an encoding system (wherein letters, digits, words, or symbols stand for (represent) ideas or longer names) or they may simply be arbitrary. When an identifier follows an encoding system, it is often referred to as a code or IDcode. Identifiers that do not follow any encoding scheme are often said to be arbitraryIDs; they are arbitrarily assigned and have no greater meaning. (Sometimes identifiers are called "codes" even when they are actually arbitrary, whether because the speaker believes that they have deeper meaning or simply because he is speaking casually and imprecisely.)
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
This video was recorded at Code BEAM America 2021 - https://codesync.global/conferences/code-beam-sf-2021/
And Yet Akin: Name Disambiguation in Elixir | Vanessa Lee - Senior Software Engineer at Interfolio
ABSTRACT
Synonymity and homonymity make name disambiguation difficult. To ease this difficulty, I combined two unmaintained Elixir string comparison libraries and added preprocessing and a double metaphone algorithm. The result is a comprehensive map of scores for pattern identification and machine learning. This talk will address the pre-processing, algorithms, and scoring as well as the strengths and limitations. A live demonstration of scoring will allow us to identify patterns. We end with a discussion of how to gain further benefits from the scores.
OBJECTIVES:
To introduce the problem of name disambiguation and string comparison by looking at two existing string comparison libraries before addressing the process of combining them into a single repository. I hope attendees will leave understanding the problem as well as the strengths, limitations, and possibilities of the new library and how it can be used to address the challenges of name disambiguation.
AUDIENCE:
Beginner to intermediate programmers.
• Timecodes
00:00 - 03:54 - Intro
03:55 - 05:14 - String Comparison Algorithms
05:15 - 09:42 - Akin
09:43 - 13:20 - Axon & Training Data: DBLP
13:21 - 18:09 - NX and Axon
18:10 - 19:36 - What's next?
19:36 - 36:43 - QnA
• Follow us on social:
Twitter: https://twitter.com/CodeBEAMio
LinkedIn: https://www.linkedin.com/company/27159258
• Looking for a unique learning experience?
Attend the next Code Sync conference near you!
See what's coming up at: https://codesync.global
• SUBSCRIBE TO OUR CHANNEL
https://www.youtube.com/channel/UC47eUBNO8KBH_V8AfowOWOw
See what's coming up at: https://codesync.global
Authors:
Yutao Zhang (Tsinghua University); Fanjin Zhang (Tsinghua University); Peiran Yao (Tsinghua University); Jie Tang (Tsinghua University)
More on http://www.kdd.org/kdd2018/
Name disambiguation is a complex but highly relevant challenge whenever analysing real-world user data, such as data from version control systems. We propose gambit, a rule-based disambiguation tool that only relies on name and email information. We evaluate its performance against two commonly used algorithms with similar characteristics, on manually disambiguated ground-truth data from the Gnome GTK project. Our results show that gambit significantly outperforms both algorithms in terms of precision as well as F1 score.
Uploaded with Clowdr https://clowdr.org/
Scientific endeavor revolves around scientists. Yet data about scientists are notoriously inaccurate due to the challenging and ubiquitous problem of author name disambiguation. Here, we propose a new disambiguation framework based on BERT, which can automatically select the most useful features for disambiguation and achieved a decent performance. Visit our poster at SciNLP!
Get your Free Spark NLP and Spark OCR Free Trial: https://www.johnsnowlabs.com/spark-nlp-try-free/
Register for NLP Summit 2021: https://www.nlpsummit.org/2021-events/
Watch all NLP Summit 2020 sessions: https://www.nlpsummit.org/
Disambiguation or Entity Linking is the assignment of a knowledge base identifier (Wikidata, Wikipedia) to a named entity. Our goal was to improve an MVP model by adding newly created knowledge while maintaining competitive F1 scores.
Taking an entity linking model from MVP into production in a spaCy-native pipeline architecture posed several data science and engineering challenges, such as hyperparameter estimation and knowledge enhancement, which we addressed by taking advantage of the engineering tools Docker and Kubernetes to semi-automate training as an on-demand job.
We also discuss some of our learnings and process improvements that were needed to strike a balance between data science goals and engineering constraints and present our current work on improving performance through BERT-embedding based contextual similarity.
Name disambiguation in Aminer
Zhang, Jing; Tang, Jie
Sci China Inf Sci, 2021, 64(4): 144101
Name disambiguation, aiming at disambiguating who is who, is one of the fundamental problems of the online academic network platforms such as Google scholar, microsoft academic and AMiner. This study takes AMiner, a free online academic search and mining system, as the example to explain how we deal with the name ambiguity problem under three different scenarios. AMiner has already extracted 13 million researchers' profiles from the Web and integrated with 20 million papers from heterogeneous publication databases, with a growth rate of over 500000 per month. From the beginning when the system is built to the running and updating phases, we need to pay continuous attention on the problem of name disambiguation. In the following parts, we discuss the problem on three scenarios during the whole life cycle of AMiner, i.e., name disambiguation when the system is built from scratch (full ND), name disambiguation when persons' profiles are continuously updated (continuous ND) and error detection upon existing persons' profiles (error detection).
falling down, down to the ground we praise your name, sweet lamb of god i know you're there, i sing you this praise although i'm scared, i still bless his name i can feel, your love, in my life all i can hear, is the sound, of your voice an army of men, can't stop the end well i know you're scared, just take my hand i'll take you there, he's taking us there just follow me there, he'll take us in well he knows we're scared, cause this is the end i can feel your love in my life all i can hear is the sound of your voice and it's calling me, well you've called my name