Understanding Deja Reviewers

•

1 recomendación•672 vistas

eegilbert

Tecnología Educación

UNDERSTANDING DEJA REVIEWERS
Eric Gilbert & Karrie Karahalios University of Illinois

THE REVIEWS
overview

98,191 Amazon.com reviews
from 200 bestselling products
belonging to 15 product categories

COMPUTATIONAL METHOD
n-gram & sentiment centrality

“Our family loves the Wii Fit, but my son loves it most.”

deja score = similarity to centroid &
similarity to running sentiment
centroid = statistically representative n-grams
normalized to Google 1T corpus

THE INTERVIEWS
overview

20 interviews
from 200 invitations extended
conducted via email, phone & IM

THE PROBLEM OF SCALE
a common refrain

If there's 5, 10, I'll read those. If there's
50 or 60, I'll skim some titles. If a title
looks like it has some wit or humor, I
might read that one. That’s about it.
— P13

AMATEUR DEJA REVIEWERS
catharsis

I was so moved by this documentary,
and as a wolf advocate, I wanted a few
others to know about it … I don't care if
I write the rst review or the 5,000th.
It's cathartic for me.
— P3

AMATEUR DEJA REVIEWERS
why be unique?

I'm sure that other reviewers noted the
same features that appealed to me and my
kids. A completely unique review wouldn't
serve any real purpose, would it?
— P5

PRO DEJA REVIEWERS
hate mail

One said we were trying to “sti e dissent.”

Another warned us that she does not write
“just to see my own words on the internet.”

PRO DEJA REVIEWERS
above the din

[Do you read other reviews?] Absolutely
not … I do not condone plagiarism and
would never base my opinion on another
reviewer’s thoughts. I believe this alone
has led me to be rated highly.
— P7

RESULTS
summary

universal problem of scale
amateurs: ok as a brick in the wall; visceral reactions
pros: special bricks in the wall; cerebral reviews

Más contenido relacionado

Destacado

The Network in the Garden: CHI 08

eegilbert

Staff Tech Training 20 minute version

Bald Geek In Md

This session focuses on successful strategies for experimenting with, trusting, and integrating Web 2.0 tools in an organization’s daily work. It covers marketing strange new tools to an idiosyncratic group of library users with extremely specific needs and whose discipline, art history, has typically relied on more traditional resources. Speakers demonstrate how the library staff quickly adopted Web 2.0 tools, created winning presentations for all museum staff dealing with the relevancy of these tools to scholarly research, the concern with authority and security.

Demystifying & Integrating Web 2.0 at the Metropolitan Museum of Art

Jennie Pu

When Web Calling, Video, and Libraries Collide

char booth

Integrating RSS Into Your Web Site - CIL2008

Michael Sauers

Leading Technology in Libraries

Gina Millsap

Predicting Tie Strength With Social Media

eegilbert

Destacado (7)

The Network in the Garden: CHI 08

Staff Tech Training 20 minute version

Demystifying & Integrating Web 2.0 at the Metropolitan Museum of Art

When Web Calling, Video, and Libraries Collide

Integrating RSS Into Your Web Site - CIL2008

Leading Technology in Libraries

Predicting Tie Strength With Social Media

Similar a Understanding Deja Reviewers

Media question 4

madiarnold98

Research unit 3

Sam Fulton

"Yes, and...": What Agencies Can Learn from Improv

Young & Rubicam

How to Write Elevator Pitches - Personal Branding for Entrepreneurs Kaitlin Z...

Kaitlin Zhang

Having A "Brand" Name Isn’t Easy To Choose Though. I’m Sure You’ll Agree. For example, if you’re a parent looking to name your unborn child or if you have pets that you’re wanting to name. You can confirm that name-finding is a tad – "stressful". No wonder really. You’re creating a personal brand, that’s going to be with that person or pet or in our case, business, for a VERY long time...

How To Find A Business Name In 12 Happy Steps

TwentyTwo Agency

Validity

Elisew123

Similar a Understanding Deja Reviewers (6)

Media question 4

Research unit 3

"Yes, and...": What Agencies Can Learn from Improv

How to Write Elevator Pitches - Personal Branding for Entrepreneurs Kaitlin Z...

How To Find A Business Name In 12 Happy Steps

Validity

Último

Strategies for Landing an Oracle DBA Job as a Fresher

Remote DBA Services

The Good, the Bad and the Governed - Why is governance a dirty word? David O'Neill, Chief Operating Officer - APIContext Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...

apidays

Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar. In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Safe Software

Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

debabhi2

Effective data discovery is crucial for maintaining compliance and mitigating risks in today's rapidly evolving privacy landscape. However, traditional manual approaches often struggle to keep pace with the growing volume and complexity of data. Join us for an insightful webinar where industry leaders from TrustArc and Privya will share their expertise on leveraging AI-powered solutions to revolutionize data discovery. You'll learn how to: - Effortlessly maintain a comprehensive, up-to-date data inventory - Harness code scanning insights to gain complete visibility into data flows leveraging the advantages of code scanning over DB scanning - Simplify compliance by leveraging Privya's integration with TrustArc - Implement proven strategies to mitigate third-party risks Our panel of experts will discuss real-world case studies and share practical strategies for overcoming common data discovery challenges. They'll also explore the latest trends and innovations in AI-driven data management, and how these technologies can help organizations stay ahead of the curve in an ever-changing privacy landscape.

TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery

TrustArc

When you’re building (micro)services, you have lots of framework options. Spring Boot is no doubt a popular choice. But there’s more! Take Quarkus, a framework that’s considered the rising star for Kubernetes-native Java. It always depends on what's best for your situation, but how to choose the best solution if you're comparing 2 frameworks? Both Spring Boot and Quarkus have their positives and negatives. Let us compare the two by live coding a couple of common use cases in Spring Boot and Quarkus. After this talk, you’ll be ready to get started with Quarkus yourself, and know when to select Quarkus or Spring Boot.

Spring Boot vs Quarkus the ultimate battle - DevoxxUK

Jago de Vreede

Passkeys: Developing APIs to enable passwordless authentication Cody Salas, Sr Developer Advocate | Solutions Architect - Yubico Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...

apidays

presentation ICT roal in 21st century education

jfdjdjcjdnsjd

Following the popularity of “Cloud Revolution: Exploring the New Wave of Serverless Spatial Data,” we’re thrilled to announce this much-anticipated encore webinar. In this sequel, we’ll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR. Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios. Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects. Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you’re building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.

Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME

Safe Software

Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood

Juan lago vázquez

💥 You’re lucky! We’ve found two different (lead) developers that are willing to share their valuable lessons learned about using UiPath Document Understanding! Based on recent implementations in appealing use cases at Partou and SPIE. Don’t expect fancy videos or slide decks, but real and practical experiences that will help you with your own implementations. 📕 Topics that will be addressed: • Training the ML-model by humans: do or don't? • Rule-based versus AI extractors • Tips for finding use cases • How to start 👨‍🏫👨‍💻 Speakers: o Dion Morskieft, RPA Product Owner @Partou o Jack Klein-Schiphorst, Automation Developer @Tacstone Technology

DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam

UiPathCommunity

How to Troubleshoot Apps for the Modern Connected Worker

ThousandEyes

CNIC Information System with Pakdata Cf In Pakistan

danishmna97

ICT role in 21st century education and its challenges

rafiqahmad00786416

Keynote 2: APIs in 2030: The Risk of Technological Sleepwalk Paolo Malinverno, Growth Advisor - The Business of Technology Apidays New York 2024: The API Economy in the AI Era (April 30 & May 1, 2024) ------ Check out our conferences at https://www.apidays.global/ Do you want to sponsor or talk at one of our conferences? https://apidays.typeform.com/to/ILJeAaV8 Learn more on APIscene, the global media made by the community for the community: https://www.apiscene.io Explore the API ecosystem with the API Landscape: https://apilandscape.apiscene.io/

Apidays New York 2024 - APIs in 2030: The Risk of Technological Sleepwalk by ...

apidays

MS Copilot expands with MS Graph connectors

Nanddeep Nachan

Tracing the root cause of a performance issue requires a lot of patience, experience, and focus. It’s so hard that we sometimes attempt to guess by trying out tentative fixes, but that usually results in frustration, messy code, and a considerable waste of time and money. This talk explains how to correctly zoom in on a performance bottleneck using three levels of profiling: distributed tracing, metrics, and method profiling. After we learn to read the JVM profiler output as a flame graph, we explore a series of bottlenecks typical for backend systems, like connection/thread pool starvation, invisible aspects, blocking code, hot CPU methods, lock contention, and Virtual Thread pinning, and we learn to trace them even if they occur in library code you are not familiar with. Attend this talk and prepare for the performance issues that will eventually hit any successful system. About authorWith two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.

Finding Java's Hidden Performance Traps @ DevoxxUK 2024

Victor Rentea

Exploring Multimodal Embeddings with Milvus

Zilliz

The microservices honeymoon is over. When starting a new project or revamping a legacy monolith, teams started looking for alternatives to microservices. The Modular Monolith, or 'Modulith', is an architecture that reaps the benefits of (vertical) functional decoupling without the high costs associated with separate deployments. This talk will delve into the advantages and challenges of this progressive architecture, beginning with exploring the concept of a 'module', its internal structure, public API, and inter-module communication patterns. Supported by spring-modulith, the talk provides practical guidance on addressing the main challenges of a Modultith Architecture: finding and guarding module boundaries, data decoupling, and integration module-testing. You should not miss this talk if you are a software architect or tech lead seeking practical, scalable solutions. About the author With two decades of experience, Victor is a Java Champion working as a trainer for top companies in Europe. Five thousands developers in 120 companies attended his workshops, so he gets to debate every week the challenges that various projects struggle with. In return, Victor summarizes key points from these workshops in conference talks and online meetups for the European Software Crafters, the world’s largest developer community around architecture, refactoring, and testing. Discover how Victor can help you on victorrentea.ro : company training catalog, consultancy and YouTube playlists.

Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024

Victor Rentea

DBX First Quarter 2024 Investor Presentation

Dropbox

Understanding Deja Reviewers

1. UNDERSTANDING DEJA REVIEWERS Eric Gilbert & Karrie Karahalios University of Illinois

2. WHAT’S IN IT FOR DEJA REVIEWERS?

3. THE REVIEWS overview 98,191 Amazon.com reviews from 200 bestselling products belonging to 15 product categories

4. COMPUTATIONAL METHOD n-gram & sentiment centrality “Our family loves the Wii Fit, but my son loves it most.” deja score = similarity to centroid & similarity to running sentiment centroid = statistically representative n-grams normalized to Google 1T corpus

6. THE INTERVIEWS overview 20 interviews from 200 invitations extended conducted via email, phone & IM

7. THE PROBLEM OF SCALE a common refrain If there's 5, 10, I'll read those. If there's 50 or 60, I'll skim some titles. If a title looks like it has some wit or humor, I might read that one. That’s about it. — P13

8. AMATEUR DEJA REVIEWERS catharsis I was so moved by this documentary, and as a wolf advocate, I wanted a few others to know about it … I don't care if I write the rst review or the 5,000th. It's cathartic for me. — P3

9. AMATEUR DEJA REVIEWERS why be unique? I'm sure that other reviewers noted the same features that appealed to me and my kids. A completely unique review wouldn't serve any real purpose, would it? — P5

10. PRO DEJA REVIEWERS hate mail One said we were trying to “sti e dissent.” Another warned us that she does not write “just to see my own words on the internet.”

11. PRO DEJA REVIEWERS above the din [Do you read other reviews?] Absolutely not … I do not condone plagiarism and would never base my opinion on another reviewer’s thoughts. I believe this alone has led me to be rated highly. — P7

12. PRO DEJA REVIEWERS building a brand I am trying to build a name for myself … If every other person on earth has said something similar that is ne, it in no way diminishes the value of my personal opinion. — P19

13. RESULTS summary universal problem of scale amateurs: ok as a brick in the wall; visceral reactions pros: special bricks in the wall; cerebral reviews

14. NUDGEMENTAL COMMUNITIES early sketch

15. UNDERSTANDING DEJA REVIEWERS Eric Gilbert & Karrie Karahalios University of Illinois

Understanding Deja Reviewers

Recomendados

Recomendados

Más contenido relacionado

Destacado

Destacado (7)

Similar a Understanding Deja Reviewers

Similar a Understanding Deja Reviewers (6)

Último

Último (20)

Understanding Deja Reviewers