Stefano Mizzaro

Orcid: 0000-0002-2852-168X

According to our database1, Stefano Mizzaro authored at least 142 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Supporting Fair and Efficient Emergency Medical Services in a Large Heterogeneous Region.
J. Heal. Informatics Res., June, 2024

Cognitive Biases in Fact-Checking and Their Countermeasures: A Review.
Inf. Process. Manag., March, 2024

How Many Crowd Workers Do I Need? On Statistical Power when Crowdsourcing Relevance Judgments.
ACM Trans. Inf. Syst., January, 2024

Data Bias Management.
Commun. ACM, January, 2024

Crowdsourced Fact-checking: Does It Actually Work?
Inf. Process. Manag., 2024

Combining Large Language Models and Crowdsourcing for Hybrid Human-AI Misinformation Detection.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Enhancing Fact-Checking: From Crowdsourced Validation to Integration with Large Language Models.
Proceedings of the 14th Italian Information Retrieval Workshop, 2024

Generative AI for Energy: Multi-Horizon Power Consumption Forecasting using Large Language Models.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Combining Human and Machine Confidence in Truthfulness Assessment.
ACM J. Data Inf. Qual., March, 2023

What is My Problem? Identifying Formal Tasks and Metrics in Data Mining on the Basis of Measurement Theory.
IEEE Trans. Knowl. Data Eng., 2023

Can the crowd judge truthfulness? A longitudinal study on recent misinformation about COVID-19.
Pers. Ubiquitous Comput., 2023

A unifying and general account of fairness measurement in recommender systems.
Inf. Process. Manag., 2023

Combining human intelligence and machine learning for fact-checking: Towards a hybrid human-in-the-loop framework.
Intelligenza Artificiale, 2023

Detection of Wastewater Pollution Through Natural Language Generation With a Low-Cost Sensing Platform.
IEEE Access, 2023

Towards a Conversational-Based Agent for Health Services.
Proceedings of the Italia Intelligenza Artificiale, 2023

Fact-Checking at Scale with Crowdsourcing: Experiments and Lessons Learned.
Proceedings of the 13th Italian Information Retrieval Workshop (IIR 2023), 2023

2022
Task design in complex crowdsourcing experiments: Item assignment optimization.
Comput. Oper. Res., 2022

Preferences on a Budget: Prioritizing Document Pairs when Crowdsourcing Relevance Judgments.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Crowd_Frame: A Simple and Complete Framework to Deploy Complex Crowdsourcing Tasks Off-the-shelf.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Ranking Interruptus: When Truncated Rankings Are Better and How to Measure That.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

The Effects of Crowd Worker Biases in Fact-Checking Tasks.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

BUM at CheckThat!-2022: A Composite Deep Learning Approach to Fake News Detection using Evidence Retrieval.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

When Truncated Rankings Are Better and How to Measure That - Abstract.
Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

Causal Text-to-Text Transformers for Water Pollution Forecasting.
Proceedings of the 2nd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2022) co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

A Hybrid Human-In-The-Loop Framework for Fact Checking.
Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

2021
The many dimensions of truthfulness: Crowdsourcing misinformation assessments on a multidimensional scale.
Inf. Process. Manag., 2021

On the effect of relevance scales in crowdsourcing relevance assessments for Information Retrieval evaluation.
Inf. Process. Manag., 2021

Managing Bias in Human-Annotated Data: Moving Beyond Bias Removal.
CoRR, 2021

Human-in-the-Loop Systems for Truthfulness: A Study of Human and Machine Confidence.
Proceedings of the 2021 Truth and Trust Online Conference (TTO 2021), 2021

A Software Simulator for Optimizing Ambulance Location and Response Time: A Preliminary Report.
Proceedings of the IEEE International Conference on Digital Health, 2021

2020
Fewer topics? A million topics? Both?! On topics subsets in test collections.
Inf. Retr. J., 2020

On the nature of information access evaluation metrics: a unifying framework.
Inf. Retr. J., 2020

Axiomatic thinking for information retrieval: introduction to special issue.
Inf. Retr. J., 2020

Effectiveness evaluation without human relevance judgments: A systematic analysis of existing methods and of their combinations.
Inf. Process. Manag., 2020

Human-in-the-loop Artificial Intelligence for Fighting Online Misinformation: Challenges and Opportunities.
IEEE Data Eng. Bull., 2020

Can The Crowd Identify Misinformation Objectively?: The Effects of Judgment Scale and Assessor's Background.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Twitter goes to the Doctor: Detecting Medical Tweets using Machine Learning and BERT.
Proceedings of the Workshop on Semantic Indexing and Information Retrieval for Health from heterogeneous content types and languages co-located with 42nd European Conference on Information Retrieval, 2020

Crowdsourcing Truthfulness: The Impact of Judgment Scale and Assessor Bias.
Proceedings of the Advances in Information Retrieval, 2020

The COVID-19 Infodemic: Can the Crowd Judge Recent Misinformation Objectively?
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

An Effectiveness Metric for Ordinal Classification: Formal Properties and Experimental Results.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Mobile Search Behaviors: An In-Depth Analysis Based on Contexts, APPs, and Devices. Dan Wu and Shaobo Liang. Synthesis Lectures on Information Concepts, Retrieval, and Services. San Rafael, CA: Morgan & Claypool, 2018.
J. Assoc. Inf. Sci. Technol., 2019

Mobile Information Retrieval.
CoRR, 2019

On Topic Difficulty in IR Evaluation: The Effect of Systems, Corpora, and System Components.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

HITS Hits Readersourcing: Validating Peer Review Alternatives Using Network Analysis.
Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 2019

Crowdsourcing Peer Review: As We May Do.
Proceedings of the Digital Libraries: Supporting Open Science, 2019

Bias and Fairness in Effectiveness Evaluation by Means of Network Analysis and Mixture Models.
Proceedings of the 10th Italian Information Retrieval Workshop, 2019

Towards Stochastic Simulations of Relevance Profiles.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

On Transforming Relevance Scales.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Reproduce and Improve: An Evolutionary Approach to Select a Few Good Topics for Information Retrieval Evaluation.
ACM J. Data Inf. Qual., 2018

Reproduce. Generalize. Extend. On Information Retrieval Evaluation without Relevance Judgments.
ACM J. Data Inf. Qual., 2018

Effectiveness Evaluation with a Subset of Topics: A Practical Approach.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

IRevalOO: An Object Oriented Framework for Retrieval Evaluation.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

On Fine-Grained Relevance Scales.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Query Performance Prediction and Effectiveness Evaluation Without Relevance Judgments: Two Sides of the Same Coin.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Are we on the Right Track?: An Examination of Information Retrieval Methodologies.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

A Formal Account of Effectiveness Evaluation and Ranking Fusion.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

How Many Truth Levels? Six? One Hundred? Even More? Validating Truthfulness of Statements via Crowdsourcing.
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

Multidimensional News Quality: A Comparison of Crowdsourcing and Nichesourcing.
Proceedings of the CIKM 2018 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2018), 2018

2017
Mobile Information Retrieval
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-60776-4, 2017

On Crowdsourcing Relevance Magnitudes for Information Retrieval Evaluation.
ACM Trans. Inf. Syst., 2017

Report on the SIGIR 2017 Workshop on Axiomatic Thinking for Information Retrieval and Related Tasks (ATIR).
SIGIR Forum, 2017

Axiomatic Thinking for Information Retrieval: And Related Tasks.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Economic Evaluation of Recommender Systems: A Proposal.
Proceedings of the 8th Italian Information Retrieval Workshop, 2017

Considering Assessor Agreement in IR Evaluation.
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

Let's Agree to Disagree: Fixing Agreement Measures for Crowdsourcing.
Proceedings of the Fifth AAAI Conference on Human Computation and Crowdsourcing, 2017

Do Easy Topics Predict Effectiveness Better Than Difficult Topics?
Proceedings of the Advances in Information Retrieval, 2017

Human-Based Query Difficulty Prediction.
Proceedings of the Advances in Information Retrieval, 2017

2016
Report on ECIR 2016: 38th European Conference on Information Retrieval.
SIGIR Forum, 2016

Why do you Think this Query is Difficult?: A User Study on Human Query Prediction.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Improving the Efficiency of Retrieval Effectiveness Evaluation: Finding a Few Good Topics with Clustering?
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Towards building a standard dataset for Arabic keyphrase extraction evaluation.
Proceedings of the 2016 International Conference on Asian Language Processing, 2016

Crowdsourcing Relevance Assessments: The Unexpected Benefits of Limiting the Time to Judge.
Proceedings of the Fourth AAAI Conference on Human Computation and Crowdsourcing, 2016

Exploiting News to Categorize Tweets: Quantifying the Impact of Different News Collections.
Proceedings of the First International Workshop on Recent Trends in News Information Retrieval co-located with 38th European Conference on Information Retrieval (ECIR 2016), 2016

2015
Geographic dimensions of relevance.
J. Documentation, 2015

Mobile crowdsourcing: four experiments on platforms and tasks.
Distributed Parallel Databases, 2015

The Benefits of Magnitude Estimation Relevance Assessments for Information Retrieval Evaluation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Finding Important Locations: A Feature-Based Approach.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

Content-Based Similarity of Twitter Users.
Proceedings of the Advances in Information Retrieval, 2015

Judging Relevance Using Magnitude Estimation.
Proceedings of the Advances in Information Retrieval, 2015

Different Rankers on Different Subcollections.
Proceedings of the Advances in Information Retrieval, 2015

A Formal Approach to Effectiveness Metrics for Information Access: Retrieval, Filtering, and Clustering.
Proceedings of the Advances in Information Retrieval, 2015

2014
Short text categorization exploiting contextual enrichment and external knowledge.
Proceedings of the SoMeRA'14, 2014

TREC: topic engineering exercise.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

A general account of effectiveness metrics for information tasks: retrieval, filtering, and clustering.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Magnitudes of Relevance: Relevance Judgements, Magnitude Estimation, and Crowdsourcing.
Proceedings of the Sixth International Workshop on Evaluating Information Access, 2014

Preface.
Proceedings of the Sixth International Workshop on Evaluating Information Access, 2014

The Axiometrics Project.
Proceedings of the 5th Italian Information Retrieval Workshop, 2014

Size and Source Matter: Understanding Inconsistencies in Test Collection-Based Evaluation.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

A context-aware retrieval system for mobile applications.
Proceedings of the 4th Workshop on Context-Awareness in Retrieval and Recommendation, 2014

Axiometrics: Axioms of Information Retrieval Effectiveness Metrics.
Proceedings of the Second Australasian Web Conference, 2014

Mining Movement Data to Extract Personal Points of Interest: A Feature Based Approach.
Proceedings of the Information Filtering and Retrieval, 2014

2013
Axiometrics: An Axiomatic Approach to Information Retrieval Effectiveness Metrics.
Proceedings of the International Conference on the Theory of Information Retrieval, 2013

On Using Fewer Topics in Information Retrieval Evaluations.
Proceedings of the International Conference on the Theory of Information Retrieval, 2013

Crowdsourcing to Mobile Users: A Study of the Role of Platforms and Tasks.
Proceedings of the First VLDB Workshop on Databases and Crowdsourcing, 2013

2012
Readersourcing - a manifesto.
J. Assoc. Inf. Sci. Technol., 2012

Using crowdsourcing for TREC relevance assessment.
Inf. Process. Manag., 2012

Classical vs. Crowdsourcing Surveys for Eliciting Geographic Relevance Criteria.
Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Tag Clouds and Retrieved Results: The CloudCredo Mobile Clustering Engine and its Evaluation.
Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

Sull'Uso di Meno Topics nelle Iniziative di Valutazione per l'Information Retrieval.
Proceedings of the 3rd Italian Information Retrieval Workshop, 2012

2011
A social approach to context-aware retrieval.
World Wide Web, 2011

IR Models Based on Network Science: A Research Agenda.
Proceedings of the 2nd Italian Information Retrieval (IIR) Workshop, 2011

Teaching Web Information Retrieval to Computer Science Students: Concrete Approach and Its Analysis.
Proceedings of the Teaching and Learning in Information Retrieval, 2011

2010
AI Techniques in a Context-Aware Ubiquitous Environment.
Proceedings of the Pervasive Computing, 2010

The Context-Aware Browser.
IEEE Intell. Syst., 2010

2009
A few good topics: Experiments in topic set reduction for retrieval evaluation.
ACM Trans. Inf. Syst., 2009

Mobile information retrieval with search results clustering: Prototypes and evaluations.
J. Assoc. Inf. Sci. Technol., 2009

QuWi: quality control in Wikipedia.
Proceedings of the 3rd ACM Workshop on Information Credibility on the Web, 2009

Relevance criteria for e-commerce: a crowdsourcing-based experimental analysis.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Evaluating Mobile Proactive Context-Aware Retrieval: An Incremental Benchmark.
Proceedings of the Advances in Information Retrieval Theory, 2009

IR Evaluation without a Common Set of Topics.
Proceedings of the Advances in Information Retrieval Theory, 2009

Context Aware Browser.
Proceedings of the Interactive Information Retrieval, 01.03. - 06.03.2009, 2009

2008
m-Dvara 2.0: Mobile & Web 2.0 Services Integration for Cultural Heritage.
Proceedings of the WWW 2008 Workshop on Social Web and Knowledge Management, 2008

Retrieval of context-aware applications on mobile devices: how to evaluate?
Proceedings of the 2nd International Conference on Information Interaction in Context, 2008

3-SHIRT: Three-Dimensional Shape Indexing and Retrieval Techniques.
Proceedings of the Eurographics Italian Chapter Conference 2008, Salerno, Italy, 2008, 2008

The Good, the Bad, the Difficult, and the Easy: Something Wrong with Information Retrieval Evaluation?.
Proceedings of the Advances in Information Retrieval , 2008

AI on the Move: Exploiting AI Techniques for Context Inference on Mobile Devices.
Proceedings of the ECAI 2008, 2008

Mobile Social Software for Cultural Heritage: A Reference Model.
Proceedings of the BIS 2008 Workshops Proceedings: Social Aspects of the Web (SAW 2008), 2008

2007
Hits hits TREC: exploring IR evaluation results with network analysis.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006
Theme issue on interactive mobile information access.
Pers. Ubiquitous Comput., 2006

MUIA 2006: third international workshop on mobile and ubiquitous information access.
Proceedings of the 8th Conference on Human-Computer Interaction with Mobile Devices and Services, 2006

Experiments on Average Distance Measure.
Proceedings of the Advances in Information Retrieval, 2006

A Classification of IR Effectiveness Metrics.
Proceedings of the Advances in Information Retrieval, 2006

Mobile Clustering Engine.
Proceedings of the Advances in Information Retrieval, 2006

2004
Measuring retrieval effectiveness: A new proposal and a first experimental validation.
J. Assoc. Inf. Sci. Technol., 2004

Evaluating ADM on a Four-Level Relevance Scale Document Set from NTCIR.
Proceedings of the Fourth NTCIR Workshop on Research in Information Access Technologies Information Retrieval, 2004

Second International Workshop on Mobile and Ubiquitous Information Access.
Proceedings of the Mobile Human-Computer Interaction, 2004

2003
Quality control in scholarly publishing: A new proposal.
J. Assoc. Inf. Sci. Technol., 2003

The Concept of Relevance in Mobile and Ubiquitous Information Access.
Proceedings of the Mobile and Ubiquitous Information Access, 2003

E-Mail on the Move: Categorization, Filtering, and Alerting on Mobile Devices with the ifMail Prototype.
Proceedings of the Mobile and Ubiquitous Information Access, 2003

Advancing relevance research: Theory integration, methodological progress, and critical questions. Sponsored by SIG CRS, USE.
Proceedings of the Humanizing Information Technology: From Ideas to Bits and Back, 2003

E-mail Categorization, Filtering, and Alerting on Mobile Devices: The ifMail Prototype and its Experimental Evaluation.
Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002
Strategic help in user interfaces for information retrieval.
J. Assoc. Inf. Sci. Technol., 2002

Ephemeral and Persistent Personalization in Adaptive Information Access to Scholarly Publications on the Web.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2002

2000
Effectiveness of keyword-based display and selection of retrieval results for interactive searches.
Int. J. Digit. Libr., 2000

An Automatically Refereed Scholarly Electronic Journal: Formal Specifications.
Informatica (Slovenia), 2000

Towards a Theory of Epistemic Information.
Proceedings of the Information Modelling and Knowledge Bases XII: Tenth European-Japanese Conference on Information Modelling and Knowledge Bases, 2000

1999
Measuring the Agreement Among Relevance Judges.
Proceedings of Mira 99: Evaluating Interactive Information Retrieval, 1999

Negotiating a Multidimensional Framework for Relevance Space.
Proceedings of Mira 99: Evaluating Interactive Information Retrieval, 1999

1998
How many relevances in information retrieval?
Interact. Comput., 1998

1997
Relevance: The Whole History.
J. Am. Soc. Inf. Sci., 1997

Towards Recursive Models-A Computational Formalism for the Semantics of Temporal Presuppositions and Counterfactuals in Natural Language.
Informatica (Slovenia), 1997

1996
Evaluating User Interfaces to Information Retrieval Systems: A Case Study on User Support.
Proceedings of the 19th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1996


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