SlideShare a Scribd company logo
Overthrowing the Tyranny of Alphabetical 
Ordering in Documentation Systems 
Boris Spasojevic, Mircea Lungu, Oscar Nierstrasz! 
Software Composition Group, University of Bern 
1
“Alphabetical ordering 
must (mostly) die.” 
–Jakob Nielsen 
2
3
4 
The Refactoring Browser
5
6
once in every ten years ten times every hour (?) 
7
We wanted to reclaim ! 
the time wasted in 
browsing through 
alphabetically sorted 
methods… 
http://fc03.deviantart.net/fs14/f/2007/074/5/6/The_tick_tock_man_by_Phostex.jpg 8
If we knew what methods 
developers are looking for, we 
could improve the documentation 
accordingly. 
9
Usage of java.lang.Thread in ! 
Qualitas Corpus 
https://github.com/caracciolo/pangea/blob/master/demo/thread-stats.st 
10 
Pangea streamlines studies! 
on multi-language corpora. 
Introduced in ! 
our SCAM 2014 paper.
people fear 
change 
http://www.qvidian.com/sites/default/files/Resist-Change_0.jpg 11
The Augmenting Refactoring Browser 
http://scg.unibe.ch/research/freq 
12
Augmenting JavaDoc in Chrome 
https://github.com/cederigo/jatis 
13
14 
Java 
Crawler 
Smalltalk 
Crawler 
Data 
Gathering 
Module 
Database 
REST API
15 
def importance(word, frequency_list): 
if word in frequency_list: 
position = frequency_list.index(word) 
return position 
else: 
Dynamically typed languages 
pose extra challenges 
Smalltalk 
Crawler 
Mining the Ecosystem to Improve Type Inference For Dynamically Typed Languages. 
Boris Spasojević, Mircea Lungu, and Oscar Nierstrasz. In Onward! ’14, ACM, New York, NY, USA, 2014.
As a warrant that the 
approach works, we 
provide our own testimonials. 
(For now.) 
! 
We are still working on…! 
- Extending to classes / 
Packages 
- Improving the type 
inference for ST 
- Alternative orderings 
http://scg.unibe.ch/research/freq 
https://github.com/cederigo/jatis 
More details ! 
in the paper

More Related Content

Viewers also liked

You need to extend your models? EMF Facet vs. EMF Profiles
You need to extend your models? EMF Facet vs. EMF ProfilesYou need to extend your models? EMF Facet vs. EMF Profiles
You need to extend your models? EMF Facet vs. EMF ProfilesPhilip Langer
 
Textual Modeling Framework Xtext
Textual Modeling Framework XtextTextual Modeling Framework Xtext
Textual Modeling Framework XtextSebastian Zarnekow
 
The Unbearable Stupidity of Modeling
The Unbearable Stupidity of ModelingThe Unbearable Stupidity of Modeling
The Unbearable Stupidity of ModelingPeter Friese
 
Architecture Extraction From Code
Architecture Extraction From CodeArchitecture Extraction From Code
Architecture Extraction From Codesanyamgoyal
 
Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...
Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...
Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...mircea.lungu
 
Programming in UML: An Introduction to fUML and Alf
Programming in UML: An Introduction to fUML and AlfProgramming in UML: An Introduction to fUML and Alf
Programming in UML: An Introduction to fUML and AlfEd Seidewitz
 
MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)
MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)
MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)Jordi Cabot
 
IFML - The interaction flow modeling language, the OMG standard for UI modeli...
IFML - The interaction flow modeling language, the OMG standard for UI modeli...IFML - The interaction flow modeling language, the OMG standard for UI modeli...
IFML - The interaction flow modeling language, the OMG standard for UI modeli...Marco Brambilla
 
Real world DSL - making technical and business people speaking the same language
Real world DSL - making technical and business people speaking the same languageReal world DSL - making technical and business people speaking the same language
Real world DSL - making technical and business people speaking the same languageMario Fusco
 
Model-Driven Software Engineering in Practice - Chapter 1 - Introduction
Model-Driven Software Engineering in Practice - Chapter 1 - IntroductionModel-Driven Software Engineering in Practice - Chapter 1 - Introduction
Model-Driven Software Engineering in Practice - Chapter 1 - IntroductionMarco Brambilla
 
Domain-Specific Languages
Domain-Specific LanguagesDomain-Specific Languages
Domain-Specific LanguagesJavier Canovas
 

Viewers also liked (14)

You need to extend your models? EMF Facet vs. EMF Profiles
You need to extend your models? EMF Facet vs. EMF ProfilesYou need to extend your models? EMF Facet vs. EMF Profiles
You need to extend your models? EMF Facet vs. EMF Profiles
 
Introducing MDSD
Introducing MDSDIntroducing MDSD
Introducing MDSD
 
Textual Modeling Framework Xtext
Textual Modeling Framework XtextTextual Modeling Framework Xtext
Textual Modeling Framework Xtext
 
The Unbearable Stupidity of Modeling
The Unbearable Stupidity of ModelingThe Unbearable Stupidity of Modeling
The Unbearable Stupidity of Modeling
 
Architecture Extraction From Code
Architecture Extraction From CodeArchitecture Extraction From Code
Architecture Extraction From Code
 
Acceleo Code Generation
Acceleo Code GenerationAcceleo Code Generation
Acceleo Code Generation
 
Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...
Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...
Software Architecture Recovery: The 5 Questions You Always Asked Yourself Abo...
 
Programming in UML: An Introduction to fUML and Alf
Programming in UML: An Introduction to fUML and AlfProgramming in UML: An Introduction to fUML and Alf
Programming in UML: An Introduction to fUML and Alf
 
MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)
MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)
MDD - Desarrollo de software dirigido por modelos que funciona (de verdad!)
 
IFML - The interaction flow modeling language, the OMG standard for UI modeli...
IFML - The interaction flow modeling language, the OMG standard for UI modeli...IFML - The interaction flow modeling language, the OMG standard for UI modeli...
IFML - The interaction flow modeling language, the OMG standard for UI modeli...
 
Real world DSL - making technical and business people speaking the same language
Real world DSL - making technical and business people speaking the same languageReal world DSL - making technical and business people speaking the same language
Real world DSL - making technical and business people speaking the same language
 
Model-Driven Software Engineering in Practice - Chapter 1 - Introduction
Model-Driven Software Engineering in Practice - Chapter 1 - IntroductionModel-Driven Software Engineering in Practice - Chapter 1 - Introduction
Model-Driven Software Engineering in Practice - Chapter 1 - Introduction
 
OCL tutorial
OCL tutorial OCL tutorial
OCL tutorial
 
Domain-Specific Languages
Domain-Specific LanguagesDomain-Specific Languages
Domain-Specific Languages
 

Similar to Overthrowing the Tyranny of Alphabetical Order in Documentation Systems

Analyzing Multi-Language Corpora with Pangea
Analyzing Multi-Language Corpora with PangeaAnalyzing Multi-Language Corpora with Pangea
Analyzing Multi-Language Corpora with Pangeamircea.lungu
 
ACS 248th Paper 146 VIVO/ScientistsDB Integration into Eureka
ACS 248th Paper 146 VIVO/ScientistsDB Integration into EurekaACS 248th Paper 146 VIVO/ScientistsDB Integration into Eureka
ACS 248th Paper 146 VIVO/ScientistsDB Integration into EurekaStuart Chalk
 
Corpus Linguistics :Analytical Tools
Corpus Linguistics :Analytical ToolsCorpus Linguistics :Analytical Tools
Corpus Linguistics :Analytical ToolsJitendra Patil
 
Machines are people too
Machines are people tooMachines are people too
Machines are people tooPaul Groth
 
No specimen (software) left behind
No specimen (software) left behindNo specimen (software) left behind
No specimen (software) left behindVince Smith
 
Closing the Gap in Time: From Raw Data to Real Science
Closing the Gap in Time: From Raw Data to Real ScienceClosing the Gap in Time: From Raw Data to Real Science
Closing the Gap in Time: From Raw Data to Real ScienceJustin Johnson
 
How to be a bioinformatician
How to be a bioinformaticianHow to be a bioinformatician
How to be a bioinformaticianChristian Frech
 
Efficient Intralingual Text To Speech Web Podcasting And Recording
Efficient Intralingual Text To Speech Web Podcasting And RecordingEfficient Intralingual Text To Speech Web Podcasting And Recording
Efficient Intralingual Text To Speech Web Podcasting And RecordingIOSR Journals
 
Neural Network Language Models for Candidate Scoring in Multi-System Machine...
 Neural Network Language Models for Candidate Scoring in Multi-System Machine... Neural Network Language Models for Candidate Scoring in Multi-System Machine...
Neural Network Language Models for Candidate Scoring in Multi-System Machine...Matīss ‎‎‎‎‎‎‎  
 
Curating and Preserving Collaborative Digital Experiments
Curating and Preserving Collaborative Digital ExperimentsCurating and Preserving Collaborative Digital Experiments
Curating and Preserving Collaborative Digital ExperimentsJose Enrique Ruiz
 
Analyzing Big Data's Weakest Link (hint: it might be you)
Analyzing Big Data's Weakest Link  (hint: it might be you)Analyzing Big Data's Weakest Link  (hint: it might be you)
Analyzing Big Data's Weakest Link (hint: it might be you)HPCC Systems
 
Big Data: the weakest link
Big Data: the weakest linkBig Data: the weakest link
Big Data: the weakest linkCS, NcState
 
Wreck a nice beach: adventures in speech recognition
Wreck a nice beach: adventures in speech recognitionWreck a nice beach: adventures in speech recognition
Wreck a nice beach: adventures in speech recognitionStephen Marquard
 
Wageningen phenotype meeting
Wageningen phenotype meetingWageningen phenotype meeting
Wageningen phenotype meetingthehyve
 

Similar to Overthrowing the Tyranny of Alphabetical Order in Documentation Systems (20)

Analyzing Multi-Language Corpora with Pangea
Analyzing Multi-Language Corpora with PangeaAnalyzing Multi-Language Corpora with Pangea
Analyzing Multi-Language Corpora with Pangea
 
ACS 248th Paper 146 VIVO/ScientistsDB Integration into Eureka
ACS 248th Paper 146 VIVO/ScientistsDB Integration into EurekaACS 248th Paper 146 VIVO/ScientistsDB Integration into Eureka
ACS 248th Paper 146 VIVO/ScientistsDB Integration into Eureka
 
Corpus Linguistics :Analytical Tools
Corpus Linguistics :Analytical ToolsCorpus Linguistics :Analytical Tools
Corpus Linguistics :Analytical Tools
 
Machines are people too
Machines are people tooMachines are people too
Machines are people too
 
No specimen (software) left behind
No specimen (software) left behindNo specimen (software) left behind
No specimen (software) left behind
 
Closing the Gap in Time: From Raw Data to Real Science
Closing the Gap in Time: From Raw Data to Real ScienceClosing the Gap in Time: From Raw Data to Real Science
Closing the Gap in Time: From Raw Data to Real Science
 
How to be a bioinformatician
How to be a bioinformaticianHow to be a bioinformatician
How to be a bioinformatician
 
NECST at a Glance and the DReAMS Research Line
NECST at a Glance and the DReAMS Research LineNECST at a Glance and the DReAMS Research Line
NECST at a Glance and the DReAMS Research Line
 
Efficient Intralingual Text To Speech Web Podcasting And Recording
Efficient Intralingual Text To Speech Web Podcasting And RecordingEfficient Intralingual Text To Speech Web Podcasting And Recording
Efficient Intralingual Text To Speech Web Podcasting And Recording
 
Neural Network Language Models for Candidate Scoring in Multi-System Machine...
 Neural Network Language Models for Candidate Scoring in Multi-System Machine... Neural Network Language Models for Candidate Scoring in Multi-System Machine...
Neural Network Language Models for Candidate Scoring in Multi-System Machine...
 
Workflow Preservation
Workflow PreservationWorkflow Preservation
Workflow Preservation
 
Curating and Preserving Collaborative Digital Experiments
Curating and Preserving Collaborative Digital ExperimentsCurating and Preserving Collaborative Digital Experiments
Curating and Preserving Collaborative Digital Experiments
 
Analyzing Big Data's Weakest Link (hint: it might be you)
Analyzing Big Data's Weakest Link  (hint: it might be you)Analyzing Big Data's Weakest Link  (hint: it might be you)
Analyzing Big Data's Weakest Link (hint: it might be you)
 
Oss swot
Oss swotOss swot
Oss swot
 
Big Data: the weakest link
Big Data: the weakest linkBig Data: the weakest link
Big Data: the weakest link
 
Wreck a nice beach: adventures in speech recognition
Wreck a nice beach: adventures in speech recognitionWreck a nice beach: adventures in speech recognition
Wreck a nice beach: adventures in speech recognition
 
Me ii sem syllabus
Me ii sem syllabusMe ii sem syllabus
Me ii sem syllabus
 
COPO kick-off meeting
COPO kick-off meetingCOPO kick-off meeting
COPO kick-off meeting
 
ISMB Workshop 2014
ISMB Workshop 2014ISMB Workshop 2014
ISMB Workshop 2014
 
Wageningen phenotype meeting
Wageningen phenotype meetingWageningen phenotype meeting
Wageningen phenotype meeting
 

Recently uploaded

PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...Product School
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
 
UiPath Test Automation using UiPath Test Suite series, part 2
UiPath Test Automation using UiPath Test Suite series, part 2UiPath Test Automation using UiPath Test Suite series, part 2
UiPath Test Automation using UiPath Test Suite series, part 2DianaGray10
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
 
НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»QADay
 
Quantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIsQuantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIsVlad Stirbu
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupCatarinaPereira64715
 
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀DianaGray10
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...Sri Ambati
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutesconfluent
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...Product School
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance
 
Search and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesSearch and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesBhaskar Mitra
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Product School
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...Elena Simperl
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
 

Recently uploaded (20)

PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)PHP Frameworks: I want to break free (IPC Berlin 2024)
PHP Frameworks: I want to break free (IPC Berlin 2024)
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
 
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
From Daily Decisions to Bottom Line: Connecting Product Work to Revenue by VP...
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
 
UiPath Test Automation using UiPath Test Suite series, part 2
UiPath Test Automation using UiPath Test Suite series, part 2UiPath Test Automation using UiPath Test Suite series, part 2
UiPath Test Automation using UiPath Test Suite series, part 2
 
Essentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with ParametersEssentials of Automations: Optimizing FME Workflows with Parameters
Essentials of Automations: Optimizing FME Workflows with Parameters
 
НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»НАДІЯ ФЕДЮШКО БАЦ  «Професійне зростання QA спеціаліста»
НАДІЯ ФЕДЮШКО БАЦ «Професійне зростання QA спеціаліста»
 
Quantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIsQuantum Computing: Current Landscape and the Future Role of APIs
Quantum Computing: Current Landscape and the Future Role of APIs
 
ODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User GroupODC, Data Fabric and Architecture User Group
ODC, Data Fabric and Architecture User Group
 
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
Exploring UiPath Orchestrator API: updates and limits in 2024 🚀
 
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
GenAISummit 2024 May 28 Sri Ambati Keynote: AGI Belongs to The Community in O...
 
Speed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in MinutesSpeed Wins: From Kafka to APIs in Minutes
Speed Wins: From Kafka to APIs in Minutes
 
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
De-mystifying Zero to One: Design Informed Techniques for Greenfield Innovati...
 
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdfFIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
FIDO Alliance Osaka Seminar: Passkeys and the Road Ahead.pdf
 
Search and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical FuturesSearch and Society: Reimagining Information Access for Radical Futures
Search and Society: Reimagining Information Access for Radical Futures
 
Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...Mission to Decommission: Importance of Decommissioning Products to Increase E...
Mission to Decommission: Importance of Decommissioning Products to Increase E...
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024
 

Overthrowing the Tyranny of Alphabetical Order in Documentation Systems

  • 1. Overthrowing the Tyranny of Alphabetical Ordering in Documentation Systems Boris Spasojevic, Mircea Lungu, Oscar Nierstrasz! Software Composition Group, University of Bern 1
  • 2. “Alphabetical ordering must (mostly) die.” –Jakob Nielsen 2
  • 3. 3
  • 5. 5
  • 6. 6
  • 7. once in every ten years ten times every hour (?) 7
  • 8. We wanted to reclaim ! the time wasted in browsing through alphabetically sorted methods… http://fc03.deviantart.net/fs14/f/2007/074/5/6/The_tick_tock_man_by_Phostex.jpg 8
  • 9. If we knew what methods developers are looking for, we could improve the documentation accordingly. 9
  • 10. Usage of java.lang.Thread in ! Qualitas Corpus https://github.com/caracciolo/pangea/blob/master/demo/thread-stats.st 10 Pangea streamlines studies! on multi-language corpora. Introduced in ! our SCAM 2014 paper.
  • 11. people fear change http://www.qvidian.com/sites/default/files/Resist-Change_0.jpg 11
  • 12. The Augmenting Refactoring Browser http://scg.unibe.ch/research/freq 12
  • 13. Augmenting JavaDoc in Chrome https://github.com/cederigo/jatis 13
  • 14. 14 Java Crawler Smalltalk Crawler Data Gathering Module Database REST API
  • 15. 15 def importance(word, frequency_list): if word in frequency_list: position = frequency_list.index(word) return position else: Dynamically typed languages pose extra challenges Smalltalk Crawler Mining the Ecosystem to Improve Type Inference For Dynamically Typed Languages. Boris Spasojević, Mircea Lungu, and Oscar Nierstrasz. In Onward! ’14, ACM, New York, NY, USA, 2014.
  • 16. As a warrant that the approach works, we provide our own testimonials. (For now.) ! We are still working on…! - Extending to classes / Packages - Improving the type inference for ST - Alternative orderings http://scg.unibe.ch/research/freq https://github.com/cederigo/jatis More details ! in the paper