Supporting program comprehension with source code summarization icse nier 2010
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The document discusses the importance of source code summarization in aiding program comprehension for developers, highlighting the difference between skimming and in-depth reading of code. It outlines methods for generating automatic code summaries that include both semantic and structural information, and provides insights from a preliminary evaluation comparing automatic summaries to those created by developers. The study suggests that these automatic summaries can reduce the effort required for understanding code while offering accurate and concise descriptions of various software entities.
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June 20th-22nd.
6/17/25: “My now Grads, You’re doing well. I applaud your efforts to continue. We all are shifting to new paradigm realities. Its rough, there’s good and bad days/weeks. However, Reiki with Yoga assistance, does work.”
6/18/25: "For those planning the Training Program Do Welcome. Happy Summer 2k25. You are not ignored and much appreciated. Our updates are ongoing and weekly since Spring. I Hope you Enjoy the Practitioner Grad Level. There's more to come. We will also be wrapping up Level One. So I can work on Levels 2 topics. Please see documents for any news updates. Also visit our websites. Every decade I release a Campus eMap. I will work on that for summer 25. We have 2 old libraries online thats open. https://ldmchapels.weebly.com "
Our Monthly Class Roster is 7,141 for 6/21.
ALL students get privacy naturally. Thx Everyone.
As a Guest Student,
You are now upgraded to Grad Level.
See Uploads for “Student Checkins” & “S9”. Thx.
Happy Summer 25.
These are also timeless.
Thank you for attending our workshops.
If you are new, do welcome.
For visual/Video style learning see our practitioner student status.
This is listed under our new training program. Updates ongoing levels 1-3 this summer. We just started Session 1 for level 1.
These are optional programs. I also would like to redo our library ebooks about Hatha and Money Yoga. THe Money Yoga was very much energy healing without the Reiki Method. An updated ebook/course will be done this year. These Projects are for *all fans, followers, teams, and Readers. TY for being presenting.
INDUCTIVE EFFECT slide for first prof pharamacy students
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🔹 Definition:
The inductive effect is the permanent shifting of electrons in a sigma bond caused by the electronegativity difference of atoms, resulting in partial charges within the molecule.
Public Health For The 21st Century 1st Edition Judy Orme Jane Powell
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June 2025 Progress Update With Board Call_In process.pptx
June 2025 Progress Update With Board Call_In process.pptxInternational Society of Service Innovation Professionals ---
June 25 ISSIP Event - slides in process
20250618 PPre-Event Presentation Summary - Progress Update with Board Series June 25
ISSIP Website Upcoming Events Description: https://issip.org/event/semi-annual-issip-progress-call/
Register here (even if you cannot attend live online, all who register will get link to recording and slides post-event): https://docs.google.com/forms/d/e/1FAIpQLSdThrop1rafOCo4PQkYiS2XApclJuMjYONEHRMGBsceRdcQqg/viewform
This pre-event presentation: https://www.slideshare.net/slideshow/june-2025-progress-update-with-board-call_in-process-pptx/280718770
This pre-event recording: https://youtu.be/Shjgd5o488o
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Peer Teaching Observations During School Internship
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In this slide full HistoPathology according to diploma course available like fixation
Tissue processing , staining etc
CRYPTO TRADING COURSE BY FINANCEWORLD.IO
CRYPTO TRADING COURSE BY FINANCEWORLD.IOAndrewBorisenko3 Unlock the Secrets of Crypto Trading with FinanceWorld.io!
Are you ready to dive into the exciting world of cryptocurrency trading? This comprehensive course by FinanceWorld.io is designed for beginners and intermediate traders who want to master the fundamentals of crypto markets, technical analysis, risk management, and trading strategies.
What you’ll learn:
Introduction to blockchain and cryptocurrencies
How crypto markets work
Setting up wallets and trading accounts securely
Understanding exchanges and order types
Reading charts and technical analysis basics
Essential indicators and market signals
Risk management and portfolio diversification
Real-life trading strategies and case studies
Common mistakes and how to avoid them
Who should view this course?
Aspiring crypto traders
Investors seeking additional income sources
Anyone curious about the future of decentralized finance
Why FinanceWorld.io?
Our experts make complex concepts simple, helping you gain the confidence to navigate volatile markets and capitalize on opportunities.
Ready to start your crypto journey?
View this slide deck now and take your first step towards becoming a successful crypto trader with FinanceWorld.io!
How to Customize Quotation Layouts in Odoo 18
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Aprendendo Arquitetura Framework Salesforce - Dia 02
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Romanticism in Love and Sacrifice An Analysis of Oscar Wilde’s The Nightingal...
Romanticism in Love and Sacrifice An Analysis of Oscar Wilde’s The Nightingal...KaryanaTantri21 The story revolves around a college student who despairs not having a red rose as a condition for dancing with the girl he loves. The nightingale hears his complaint and offers to create the red rose at the cost of his life. He sang a love song all night with his chest stuck to the thorns of the rose tree. Finally, the red rose grew, but his sacrifice was in vain. The girl rejected the flower because it didn’t match her outfit and preferred a jewellery gift. The student threw the flower on the street and returned to studying philosophy
LAZY SUNDAY QUIZ "A GENERAL QUIZ" JUNE 2025 SMC QUIZ CLUB, SILCHAR MEDICAL CO...
LAZY SUNDAY QUIZ "A GENERAL QUIZ" JUNE 2025 SMC QUIZ CLUB, SILCHAR MEDICAL CO...Ultimatewinner0342 🧠 Lazy Sunday Quiz | General Knowledge Trivia by SMC Quiz Club – Silchar Medical College
Presenting the Lazy Sunday Quiz, a fun and thought-provoking general knowledge quiz created by the SMC Quiz Club of Silchar Medical College & Hospital (SMCH). This quiz is designed for casual learners, quiz enthusiasts, and competitive teams looking for a diverse, engaging set of questions with clean visuals and smart clues.
🎯 What is the Lazy Sunday Quiz?
The Lazy Sunday Quiz is a light-hearted yet intellectually rewarding quiz session held under the SMC Quiz Club banner. It’s a general quiz covering a mix of current affairs, pop culture, history, India, sports, medicine, science, and more.
Whether you’re hosting a quiz event, preparing a session for students, or just looking for quality trivia to enjoy with friends, this PowerPoint deck is perfect for you.
📋 Quiz Format & Structure
Total Questions: ~50
Types: MCQs, one-liners, image-based, visual connects, lateral thinking
Rounds: Warm-up, Main Quiz, Visual Round, Connects (optional bonus)
Design: Simple, clear slides with answer explanations included
Tools Needed: Just a projector or screen – ready to use!
🧠 Who Is It For?
College quiz clubs
School or medical students
Teachers or faculty for classroom engagement
Event organizers needing quiz content
Quizzers preparing for competitions
Freelancers building quiz portfolios
💡 Why Use This Quiz?
Ready-made, high-quality content
Curated with lateral thinking and storytelling in mind
Covers both academic and pop culture topics
Designed by a quizzer with real event experience
Usable in inter-college fests, informal quizzes, or Sunday brain workouts
📚 About the Creators
This quiz has been created by Rana Mayank Pratap, an MBBS student and quizmaster at SMC Quiz Club, Silchar Medical College. The club aims to promote a culture of curiosity and smart thinking through weekly and monthly quiz events.
🔍 SEO Tags:
quiz, general knowledge quiz, trivia quiz, SlideShare quiz, college quiz, fun quiz, medical college quiz, India quiz, pop culture quiz, visual quiz, MCQ quiz, connect quiz, science quiz, current affairs quiz, SMC Quiz Club, Silchar Medical College
📣 Reuse & Credit
You’re free to use or adapt this quiz for your own events or sessions with credit to:
SMC Quiz Club – Silchar Medical College & Hospital
Curated by: Rana Mayank Pratap
2025 June Year 9 Presentation: Subject selection.pptx
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In this story, Poe presents a narrator who experiences a psychological breakdown triggered by repressed guilt, aggression, and internal conflict. This analysis focuses not only on the gothic horror elements of the narrative but also on the narrator’s mental instability and emotional repression, demonstrating how the imbalance of these three psychic forces contributes to his downfall.
K12 Tableau User Group virtual event June 18, 2025
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Birnagar High School Platinum Jubilee Quiz.pptx
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June 2025 Progress Update With Board Call_In process.pptx
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Supporting program comprehension with source code summarization icse nier 2010
- 1. Supporting Program Comprehension with Source Code Summarization Sonia Haiduc*, Jairo Aponte**, Andrian Marcus* ICSE NIER 2010 * **
- 2. Developers read source code • Before performing maintenance on a system, developers need to understand its source code • During comprehension, programmers search and browse the code
- 3. Skimming vs. reading code • Skimming (Starke’09): quickly reading the names of software artifacts + Fast – Insufficient information – Shallow understanding • Reading in depth – Slow – Too much information + Deeper understanding
- 4. Code summaries • Automatically generated, short, yet accurate descriptions of source code entities • They give more information than just the header or the name of an artifact • Significantly shorter and faster to read than the source code they summarize
- 5. What should we summarize? • Code – Packages – Classes – Methods – Method sequences – Etc. • Other artifacts – Bug reports (ICSE 2010 - S. Rastakar, G. Murphy, G. Murray) – E-mails – Etc.
- 6. What should we include in code summaries? • Semantic information – What does the source code do? – Identifiers and comments that capture the main concepts • Structural information – How does the code work? – Class relationships, callers and callees, members of a class, etc.
- 7. Description: VFS virtual file system read write mkdir directory path save + Internal classes: DirectoryEntry + Methods: listDirectory, mkdir, constructPath + Fields: WRITE_CAP, READ_CAP, lock + Sub-classes: FileVFS, FavoritesVFS + Other: ...
- 8. How should we generate code summaries? • Semantic information: automatic text summarization – Machine Learning – Discourse-based approaches – Term-based Text Retrieval techniques • Structural information: static analysis
- 9. How can we evaluate code summaries? • How good are the automatic summaries when compared to manual ones? • How useful are the automatic code summaries for SE tasks?
- 10. Preliminary evaluation • Compared automatic code summaries with developer code summaries • 6 developers, 12 methods in ATunes • Used only lexical information – 5 most relevant terms
- 11. Results • Automatic source code summaries good in reflecting developers’ summaries • Text Retrieval techniques work as well on source code as on natural language in reflecting human summaries • Developers make use of structural information in their code summaries: – Method name terms – Class name terms – Formal parameter types terms
- 12. What are we doing now? • What type and how much structural information should be included in code summaries? • How do developers generate summaries? • Are different summaries needed for different tasks? • How useful are the code summaries for SE tasks?, etc.
- 13. In summary… • Automatic code summaries: – Short yet accurate descriptions of source code – Can reduce the effort of program comprehension – Embed both semantic and structural information – Can be generated for a variety of software entities • Visit my poster (HINT: look for the huge and colorful one) • www.cs.wayne.edu/~severe and www.cs.wayne.edu/~shaiduc • [email protected]