Work with Panos Ipeirotis | NotedSource
Crowdsourcing,machine learning, databases,Online Labor
Markets,Social Media Analytics,Data Mining,Information
Retrieval
https://cv.notedsource.io/me/panos
Panos Ipeirotis
Professor at New York University
Research Expertise
Crowdsourcing
Data Quality
Economics and Econometrics
Applied Psychology
Computational Theory and Mathematics
Computer Science Applications
Information Systems
Management Science and Operations Research
Strategy and Management
Marketing
Business and International Management
Artificial Intelligence
Linguistics and Language
Language and Linguistics
Computer Networks and Communications
Pharmacology (medical)
Library and Information Sciences
Information Systems and Management
Management Information Systems
Finance
Software
Hardware and Architecture
Statistics, Probability and Uncertainty
Statistics and Probability
Computational Mathematics
About
Crowdsourcing,machine learning,
databases,Online Labor Markets,Social Media
Analytics,Data Mining,Information Retrieval
Legacy Map
Full ViewPublications
Running experiments on Amazon Mechanical
Turk
Judgment and Decision Making
2010
Duplicate Record Detection: A Survey
IEEE Transactions on Knowledge and Data
Engineering
2007
Estimating the Helpfulness and Economic
Impact of Product Reviews: Mining Text and
Reviewer Characteristics
IEEE Transactions on Knowledge and Data
Engineering
2011
Get another label? improving data quality
and data mining using multiple, noisy
labelers
Proceedings of the 14th ACM SIGKDD
international conference on Knowledge
discovery and data mining
2008
Quality management on Amazon Mechanical
Turk
Proceedings of the ACM SIGKDD Workshop
on Human Computation
2010
Deriving the Pricing Power of Product
Features by Mining Consumer Reviews
Management Science
2011
Analyzing the Amazon Mechanical Turk
marketplace
XRDS: Crossroads, The ACM Magazine for
Students
2010
Text joins for data cleansing and
integration in an RDBMS
Proceedings 19th International
Conference on Data Engineering (Cat.
No.03CH37405)
Designing Ranking Systems for Hotels on
Travel Search Engines by Mining
User-Generated and Crowdsourced Content
Marketing Science
2012
Demographics and Dynamics of Mechanical
Turk Workers
Proceedings of the Eleventh ACM
International Conference on Web Search
and Data Mining
2018
Designing novel review ranking systems
Proceedings of the ninth international
conference on Electronic commerce
2007
Amazon Mechanical Turk: Gold Mine or Coal
Mine?
Computational Linguistics
2011
Building a bird recognition app and large
scale dataset with citizen scientists: The
fine print in fine-grained dataset
collection
2015 IEEE Conference on Computer Vision
and Pattern Recognition (CVPR)
2015
Impacts, maintenance and sustainability of
irrigation in Rwanda
Unknown Venue
2020
The Dynamics of Micro-Task Crowdsourcing
Proceedings of the 24th International
Conference on World Wide Web
2015
Probe, count, and classify
Proceedings of the 2001 ACM SIGMOD
international conference on Management
of data
2001
Selective Transfer Between Learning Tasks
Using Task-Based Boosting
Proceedings of the AAAI Conference on
Artificial Intelligence
2011
Counting with the crowd
Proceedings of the VLDB Endowment
2012
Religious Demographics and the New
Diversity
Oxford Handbooks Online
2010
Robust fault detection via high-order PI
observers in uncertain systems
2012 Third International Conference on
Intelligent Control and Information
Processing
2012
Introduction to Survival Analysis
Modeling Survival Data Using Frailty
Models
2011
When one sample is not enough
Proceedings of the 2004 ACM SIGMOD
international conference on Management
of data
2004
Ridesharing and the Use of Public
Transportation
SSRN Electronic Journal
2019
Faceted Browsing over Large Databases of
Text-Annotated Objects
2007 IEEE 23rd International Conference
on Data Engineering
2007
Internet Exchanges for Used Books: An
Empirical Analysis of Product
Cannibalization and Welfare Impact
Information Systems Research
2006
The Visible Hand? Demand Effects of
Recommendation Networks in Electronic
Markets (Extended Version)
SSRN Electronic Journal
2011
Automatic Classification of Text Databases
through Query Probing
Lecture Notes in Computer Science
2001
Creativity on Paid Crowdsourcing Platforms
Proceedings of the 2020 CHI Conference
on Human Factors in Computing
Systems
2020
Content and Context: Identifying the
Impact of Qualitative Information on
Consumer Choice
SSRN Electronic Journal
2011
Animal behaviour: Behind enemy lines
Nature
2010
Facilitating Document Annotation Using
Content and Querying Value
IEEE Transactions on Knowledge and Data
Engineering
2014
Join Optimization of Information
Extraction Output: Quality Matters!
2009 IEEE 25th International Conference
on Data Engineering
2009
Demand-Aware Career Path Recommendations:
A Reinforcement Learning Approach
SSRN Electronic Journal
2020
The arXiv preprint server hits 1 million
articles
Nature
2014
Crowdsourcing for search and data mining
ACM SIGIR Forum
2011
Contact Information for Major Government
Offices, Outsourcing Centers, and Online
Resources
Source Code China
2015
Designing Ranking Systems for Hotels on
Travel Search Engines by Mining
User-Generated and Crowd-Sourced Content
SSRN Electronic Journal
2011
STEP: A Scalable Testing and Evaluation
Platform
Proceedings of the AAAI Conference on
Human Computation and
Crowdsourcing
2014
The Impact of the Sarbanes-Oxley (SOX) Act
on Information Security
Information Security and Ethics
2008
The Good, the Bad, and the Unhirable:
Recommending Job Applicants in Online
Labor Markets
Management Science
2023
Demand-Aware Career Path Recommendations:
A Reinforcement Learning Approach
Management Science
2021
Modeling Consumer Footprints on Search
Engines: An Interplay with Social Media
Management Science
2019
Statistical considerations for
crowdsourced perceptual ratings of human
speech productions
Journal of Applied Statistics
2018
Cost-Effective Quality Assurance in Crowd
Labeling
Information Systems Research
2017
Reputation Transferability in Online Labor
Markets
Management Science
2016
Searching Digital Libraries
Encyclopedia of Database Systems
2016
A system for scalable and reliable
technical-skill testing in online labor
markets
Computer Networks
2015
Beat the Machine
Journal of Data and Information
Quality
2015
Getting More for Less
Proceedings of the 24th International
Conference on World Wide Web
2015
Hiring Behavior Models for Online Labor
Markets
Proceedings of the Eighth ACM
International Conference on Web Search
and Data Mining
2015
Introduction to the Special Issue on EC’12
ACM Transactions on Economics and
Computation
2015
The Dynamics of Micro-Task Crowdsourcing
Proceedings of the 24th International
Conference on World Wide Web
2015
Examining the Impact of Ranking on
Consumer Behavior and Search Engine
Revenue
Management Science
2014
Quizz
Proceedings of the 23rd international
conference on World wide web
2014
Trust, but verify
Proceedings of the 7th ACM
international conference on Web search
and data mining
2014
Repeated labeling using multiple noisy
labelers
Data Mining and Knowledge
Discovery
2013
Have you done anything like that?
Proceedings of the sixth ACM
international conference on Web search
and data mining
2013
Answering General Time-Sensitive Queries
IEEE Transactions on Knowledge and Data
Engineering
2012
Relevance-Based Retrieval on Hidden-Web
Text Databases without Ranking Support
IEEE Transactions on Knowledge and Data
Engineering
2011
A demo search engine for products
Proceedings of the 20th international
conference companion on World wide
web
2011
Crowdsourcing using Mechanical Turk
Proceedings of the 8th International
Workshop on Information Integration on
the Web: in conjunction with WWW
2011
2011
Managing crowdsourced human computation
Proceedings of the 20th international
conference companion on World wide
web
2011
The computer is the new sewing machine
Proceedings of the 20th international
conference companion on World wide
web
2011
Towards a theory model for product search
Proceedings of the 20th international
conference on World wide web
2011
A report on the human computation workshop
(HComp 2009)
ACM SIGKDD Explorations
Newsletter
2010
Improving product search with economic
theory
2010 IEEE 26th International Conference
on Data Engineering Workshops (ICDEW
2010)
2010
The 4<sup>th</sup>
International Workshop on Ranking in
Databases (DBRank'10)
2010 IEEE 26th International Conference
on Data Engineering Workshops (ICDEW
2010)
2010
Ranked queries over sources with Boolean
query interfaces without ranking support
2010 IEEE 26th International Conference
on Data Engineering (ICDE 2010)
2010
Using games to improve productivity in
software engineering
Proceedings of the ACM SIGKDD Workshop
on Human Computation
2010
A quality-aware optimizer for information
extraction
ACM Transactions on Database
Systems
2009
Building query optimizers for information
extraction
ACM SIGMOD Record
2009
Modeling volatility in prediction markets
Proceedings of the 10th ACM conference
on Electronic commerce
2009
Query by document
Proceedings of the Second ACM
International Conference on Web Search
and Data Mining
2009
Taxonomy Design
Dynamic Taxonomies and Faceted
Search
2009
The EconoMining project at NYU: Studying
the economic value of user-generated
content on the internet
Journal of Revenue and Pricing
Management
2009
Automatic Extraction of Useful Facet
Hierarchies from Text Databases
2008 IEEE 24th International Conference
on Data Engineering
2008
Answering general time sensitive queries
Proceedings of the 17th ACM conference
on Information and knowledge
management
2008
Classification-aware hidden-web text
database selection
ACM Transactions on Information
Systems
2008
Modeling and managing changes in text
databases
ACM Transactions on Database
Systems
2007
Show me the money!
Proceedings of the 13th ACM SIGKDD
international conference on Knowledge
discovery and data mining
2007
TOIS reviewers January 2006 through May
2007
ACM Transactions on Information
Systems
2007
Towards a query optimizer for text-centric
tasks
ACM Transactions on Database
Systems
2007
To search or to crawl?
Proceedings of the 2006 ACM SIGMOD
international conference on Management
of data
2006
Automatic construction of multifaceted
browsing interfaces
Proceedings of the 14th ACM
international conference on Information
and knowledge management
2005
Modeling and Managing Content Changes in
Text Databases
21st International Conference on Data
Engineering (ICDE'05)
Reputation premiums in electronic
peer-to-peer markets
Proceeding of the 2005 ACM SIGCOMM
workshop on Economics of peer-to-peer
systems - P2PECON '05
2005
QProber
ACM Transactions on Information
Systems
2003
Text joins in an RDBMS for web data
integration
Proceedings of the twelfth
international conference on World Wide
Web - WWW '03
2003
Distributed Search over the Hidden Web
VLDB '02: Proceedings of the 28th
International Conference on Very Large
Databases
2002
Probe, count, and classify
ACM SIGMOD Record
2001
PERSIVAL demo
Proceedings of the 1st ACM/IEEE-CS
joint conference on Digital
libraries
2001
SDLIP + STARTS = SDARTS a protocol and
toolkit for metasearching
Proceedings of the 1st ACM/IEEE-CS
joint conference on Digital
libraries
2001
Modeling Volatility in Prediction Markets
SSRN Electronic Journal
2008
The Dimensions of Reputation in Electronic
Markets
SSRN Electronic Journal
2009
Education
Columbia University
PhD, Computer Science / August, 2004
New York, New York, United States
of America
University of Patras
Diploma in Engineering, Computer Engineering and Informatics / July, 1999
Patras
Experience
New York University Stern School of Business
Professor / September, 2004 — Present
Compass
Distinguished Scientist / April, 2019 — May, 2022
Google Inc
Visiting Scientist / February, 2013 — September, 2014
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