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Causal Methods and App`s | Data Bias | Health | Computational Social Science | Large Language Models | Computational Ecology | Conflict | Social Computing | Entity Linking | Web Search | Privacy | Machine Learning | Web Applications | Reliability | Systems | Ubiquitous Computing | Internet and Networking

2023

Javier González, Cliff Wong, Zelalem Gero, Jass Bagga, Risa Ueno, Isabel Chien, Eduard Orakvin, Emre Kıcıman, Aditya Nori, Roshanthi Weerasinghe, Rom S Leidner, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon

TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models Working paper

arXiv, 2023.

Abstract | BibTeX | Links:

Iván Díaz, Hana Lee, Emre Kıcıman, Mouna Akacha, Dean Follman, Debashis Ghosh

Sensitivity analysis for causality in observational studies for regulatory science Working paper

arXiv, 2023.

Abstract | BibTeX | Links:

Kristina Gligoric, Arnaud Chiolero, Emre Kıcıman, Ryen W. White, Eric Horvitz, Robert West

Food Choice Mimicry on a Large University Campus Working paper

2023.

Abstract | BibTeX | Links:

Somya Sharma, Swati Sharma, Licheng Liu, Rishabh Tushir, Andy Neal, Robert Ness, John Crawford, Emre Kıcıman, Ranveer Chandra

Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science Working paper

arXiv, 2023.

Abstract | BibTeX | Links:

Lauren E Dang, Susan Gruber, Hana Lee, Issa Dahabreh, Elizabeth A Stuart, Brian D Williamson, Richard Wyss, Iván Díaz, Debashis Ghosh, Emre Kıcıman, Demissie Alemayehu, Katherine L Hoffman, Carla Y Vossen, Raymond A Huml, Henrik Ravn, Kajsa Kvist, Richard Pratley, Mei-Chiung Shih, Gene Pennello, David Martin, Salina P Waddy, Charles E Barr, Mouna Akacha, John B Buse, Mark van der Laan, Maya Petersen

A Causal Roadmap for Generating High-Quality Real-World Evidence Miscellaneous

arXiv, 2023.

Abstract | BibTeX | Links:

Martin Josifoski, Maxime Peyrard, Frano Rajič, Jiheng Wei, Debjit Paul, Valentin Hartmann, Barun Patra, Vishrav Chaudhary, Emre Kiciman, Boi Faltings, Robert West

Language Model Decoding as Likelihood-Utility Alignment Proceedings Article

In: In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL-2023), 2023.

Abstract | BibTeX | Links:

Jivat Neet Kaur, Emre Kıcıman, Amit Sharma

Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization Proceedings

In Proceedings of ICLR 2023 (Notable Top 25%), 2023.

Abstract | BibTeX | Links:

Emre Kıcıman, Robert Osazuwa Ness, Amit Sharma, Chenhao Tan

Causal Reasoning and Large Language Models: Opening a New Frontier for Causality Working paper

arXiv, 2023.

Abstract | BibTeX | Links:

Arash Nasr-Esfahany, Emre Kıcıman

Counterfactual (Non-)identifiability of Learned Structural Causal Models Working paper

2023.

Abstract | BibTeX | Links:

Koustuv Saha, Pranshu Gupta, Gloria Mark, Emre Kıcıman, Munmun De Choudhury

Observer Effect in Social Media Use Working paper

2023.

Abstract | BibTeX | Links:

2022

Maxim Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kıcıman, Saurabh Tiwary, Robert West

Invariant Language Modeling Proceedings Article

In: In Proceedings of Empirical Methods in Natural Language Processing (EMNLP-2022), 2022.

Abstract | BibTeX | Links:

Somya Sharma, Swati Sharma, Andy Neal, Sara Malvar, Eduardo Rodrigues, John Crawford, Emre Kiciman, Ranveer Chandra

Causal Modeling of Soil Processes for Improved Generalization Workshop

NeurIPS 2022 Workshop: Tackling Climate Change with Machine Learning, 2022.

Abstract | BibTeX | Links:

Parikshit Bansal, Yashoteja Prabhu, Emre Kıcıman, Amit Sharma

Using Interventions to Improve Out-of-Distribution Generalization of Text-Matching Recommendation Systems Workshop

2022.

Abstract | BibTeX | Links:

Jivat Neet Kaur, Emre Kıcıman, Amit Sharma

Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization Workshop

2022.

Abstract | BibTeX | Links:

Razieh Nabi, Joel Pfeiffer, Denis Charles, Emre Kıcıman

Causal Inference in the Presence of Interference in Sponsored Search Advertising Journal Article

In: Frontiers in Big Data, vol. 5, 2022, ISSN: 2624-909X.

Abstract | BibTeX | Links:

Kristina Gligorić, Arnaud Chiolero, Emre Kıcıman, Ryen W. White, Robert West

Population-scale dietary interests during the COVID-19 pandemic Journal Article

In: Nature Communications, vol. 13, no. 1073, 2022.

Abstract | BibTeX | Links:

Andi Peng, Besmira Nushi, Emre Kıcıman, Kori Inkpen, Ece Kamar

Investigations of Performance and Bias in Human-AI Teamwork in Hiring Conference

AAAI 2022, AAAI, 2022.

Abstract | BibTeX | Links:

Tomas Geffner, Javier Antoran, Adam Foster, Wenbo Gong, Chao Ma, Emre Kiciman, Amit Sharma, Angus Lamb, Martin Kukla, Nick Pawlowski, Miltiadis Allamanis, Cheng Zhang

Deep End-to-end Causal Inference Working paper

arXiv preprint arXiv:2202.02195, 2022.

Abstract | BibTeX | Links:

2021

Kristina Gligorić, Ryen W White, Emre Kıcıman, Eric Horvitz, Arnaud Chiolero, Robert West

Formation of Social Ties Predicts Food Choice: A Campus-wide Longitudinal Study Conference

ACM Conference on Computer-Supported Cooperative Work and Social Computing CSCW, ACM 2021, (Honorable Mention).

Abstract | BibTeX | Links:

Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West

Invariant Language Modeling Working paper

arXiv preprint arXiv:2110.08413, 2021.

Abstract | BibTeX | Links:

Amit Sharma, Vasilis Syrgkanis, Cheng Zhang, Emre Kıcıman

DoWhy: Addressing Challenges in Expressing and Validating Causal Assumptions Workshop

ICML 2021 Workshop on The Neglected Assumptions in Causal Inference, 2021.

Abstract | BibTeX | Links:

Claudia Wagner, Markus Strohmaier, Alexandra Olteanu, Emre Kıcıman, Noshir Contractor, Tina Eliassi-Rad

Measuring algorithmically infused societies Journal Article

In: Nature, 2021.

Abstract | BibTeX | Links:

Koustuv Saha, John Torous, Emre Kıcıman, Munmun De Choudhury

Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data Journal Article

In: JMIR Mental Health, 2021.

Abstract | BibTeX | Links:

Shuxi Zeng, Murat Ali Bayir, Joel Pfeiffer, Denis Charles, Emre Kiciman

Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction Conference

Proceedings of the 14th ACM Intl Conf. on Web Search and Data Mining, ACM, 2021.

Abstract | BibTeX | Links:

Yanbo Xu, Divyat Mahajan, Liz Manrao, Amit Sharma, Emre Kıcıman

Split-Treatment Analysis to Rank Heterogeneous Causal Effects for Prospective Interventions Conference

Proceedings of the 14th ACM Intl. Conf. on Web Search and Data Mining, 2021.

Abstract | BibTeX | Links:

Ruocheng Guo, Pengchuan Zhang, Hao Liu, Emre Kıcıman

Out-of-distribution Prediction with Invariant Risk Minimization: The Limitation and An Effective Fix Miscellaneous

arXiv, 2021.

Abstract | BibTeX | Links:

2020

Yuqing Du, Stas Tiomkin, Emre Kıcıman, Daniel Polani, Pieter Abbeel, Anca Dragan

AvE: Assistance via Empowerment Conference

Proceedings of the Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS), 2020.

Abstract | BibTeX | Links:

Amit Sharma, Emre Kıcıman

DoWhy: An End-to-End library for causal inference Conference

To be presented at Causal Data Science Meeting 2020., 2020, (https://causalscience.org/).

BibTeX

Amit Sharma, Emre Kıcıman

DoWhy: An End-to-End Library for Causal Inference Miscellaneous

2020.

Abstract | BibTeX | Links:

Razieh Nabi, Joel Pfeiffer, Murat Ali Bayir, Denis Charles, Emre Kıcıman

Causal Inference in the Presence of Interference in Sponsored Search Advertising Miscellaneous

arXiv, 2020.

BibTeX | Links:

Ivan Evtimov, Weidong Cui, Ece Kamar, Emre Kıcıman, Tadayoshi Kohno, Jerry Li

Security and Machine Learning in the Real World Miscellaneous

arXiv, 2020.

BibTeX | Links:

Yuqing Du, Stas Tiomkin, Emre Kıcıman, Daniel Polani, Pieter Abbeel, Anca Dragan

AvE: Assistance via Empowerment Miscellaneous

arXiv, 2020.

BibTeX | Links:

Dana Nguyen, Alexandra Olteanu, Emre Kiciman

External Information Sharing on Health Forums: An Exploration Conference

Proceedings of Intl. Conf. on Web and Social Media, AAAI, 2020.

BibTeX

Yuhang Song, Wenbo Li, Lei Zhang, Jianwei Yang, Emre Kıcıman, Hamid Palangi, Jianfeng Gao, C.-C. Jay Kuo, Pengchuan Zhang

Novel Human-Object Interaction Detection via Adversarial Domain Generalization Miscellaneous

arXiv, 2020.

BibTeX

2019

Shuxi Zeng, Emre Kıcıman, Denis Charles, Joel Pfeiffer, Murat Ali Bayir

Causal Transfer Random Forest: Leveraging Observational and Randomization Studies Workshop

NeurIPS 2019 Workshop, “Do the right thing”: machine learning and causal inference for improved decision making, 2019.

Abstract | BibTeX

Shuxi Zeng, Pengchuan Zhang, Denis Charles, Eren Manavoglu, Emre Kıcıman

Robust Neural Networks for Causal Invariant Features Extraction Workshop

NeurIPS 2019 Workshop, “Do the right thing”: machine learning and causal inference for improved decision making , 2019.

Abstract | BibTeX

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Siddharth Suri, Ece Kamar

What You See is What You Get? The Impact of Representation Criteria on Human Bias in Hiring Conference

The Seventh AAAI Conference on Human Computation and Crowdsourcing, AAAI, 2019.

Abstract | BibTeX | Links:

Alexandra Olteanu, Carlos Castillo, Fernando Diaz, Emre Kıcıman

Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries Journal Article

In: Frontiers in Big Data, vol. 2, 2019, ISSN: 2624-909X.

Abstract | BibTeX | Links:

Koustuv Saha, Benjamin Sugar, John Torous, Bruno Abrahao, Emre Kıcıman, Munmun De Choudhury

A Social Media Study on the Effects of Psychiatric Medication Use Conference

Proceedings of the International AAAI Conference on Web and Social Media (ICWSM 2019), AAAI, 2019.

Abstract | BibTeX | Links:

Saleema Amershi, Ece Kamar, Emre Kıcıman

People and AI See Things Different Implications of Mismatched Perception on HCI for AI Systems Workshop

Human-Centered Machine Learning Perspectives at CHI 2019, 2019.

Abstract | BibTeX | Links:

Maggie Makar, Adith Swaminathan, Emre Kıcıman

A Distillation Approach to Data Efficient Individual Treatment Effect Estimation Proceedings Article

In: Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) , 2019.

Abstract | BibTeX | Links:

2018

E. Leypunskiy, E. Kıcıman, M. Shah, O. J. Walch, A. Rzhetsky, A. Dinner, M. J. Rust

Geographically Resolved Rhythms in Twitter Use Reveal Social Pressures on Daily Activity Patterns Journal Article

In: Current Biology, 2018.

Abstract | BibTeX | Links:

Munmun De Choudhury, Emre Kıcıman

Integrating Artificial and Human Intelligence in Complex, Sensitive Problem Domains: Experiences from Mental Health Journal Article

In: AI Magazine, vol. 39, no. 3, 2018.

Abstract | BibTeX | Links:

Emre Kıcıman, Jorgen Thelin

Answering What If, Should I, and Other Expectation Exploration Queries Using Causal Inference over Longitudinal Data Conference

Proceedings of 1st Biennial Conference on Design of Experimental Search and Information Retrieval Systems (DESIRES 2018), 2018.

Abstract | BibTeX | Links:

Emre Kıcıman

Causal Inference over Longitudinal Data to Support Expectation Exploration Conference

Extended Abstract: SIGIR Industry Day Invited Talk, 2018.

Abstract | BibTeX | Links:

Emre Kıcıman, Scott Counts, Melissa Gasser

Using Longitudinal Social Media Analysis to Understand the Effects of Early College Alcohol Use Proceedings Article

In: Intl. Conf. on Web and Social Media (ICWSM-18), AAAI, 2018.

Abstract | BibTeX | Links:

Munmun De Choudhury, Emre Kıcıman

Integrating Online and Offline Data in Complex, Sensitive Problem Domains: Experiences from Mental Health Workshop

In ICWSM Workshop on Social Media and Health: A Focus on Methods for Linking Online and Offline Data , 2018.

Abstract | BibTeX | Links:

Mehrdad Farajtabar, Emre Kıcıman, Girish Nathan, Ryen White

Modeling Behaviors and Lifestyle with Online and Social Data for Predicting and Analyzing Sleep and Exercise Quality Journal Article

In: International Journal of Data Science and Analytics, vol. 5, no. 4, 2018.

Abstract | BibTeX | Links:

Ishanu Chattopadhyay, Emre Kıcıman, Joshua W Elliott, Jeffrey L Shaman, Andrey Rzhetsky

Conjunction of factors triggering waves of seasonal influenza Journal Article

In: eLife, vol. 7, pp. e30756, 2018.

Abstract | BibTeX | Links:

2017

Tanya Y. Berger-Wolf, Daniel I. Rubenstein, Charles V. Stewart, Jason A. Holmberg, Jason Parham, Jonathan Crall, Sreejith Menon, Jon Van Oast, Emre Kıcıman, Lucas Joppa

Wildbook: Crowdsourcing, computer vision, and data science for conservation Proceedings Article

In: Bloomberg Data For Good Exchange, 2017.

Abstract | BibTeX

Ishanu Chattopadhyay, Emre Kıcıman, Joshua Elliott, Jeffrey Shaman, Andrey Rzhetsky

Conjunction of Factors Triggering Waves of Seasonal Influenza Online

Biorxiv 2017.

Abstract | BibTeX | Links:

Sreejith Menon, Tanya Berger-Wolf, Emre Kıcıman, Lucas Joppa, Charles V. Stewart, Jason Parham, Jonathan Crall, Jason Holmberg, Jonathan Van Oast

Animal Population Estimation Using Flickr Images Proceedings Article

In: In Proceedings of the 2nd International Workshop on the Social Web for Environmental and Ecological Monitoring (SWEEM 2017), ACM 2017.

Abstract | BibTeX | Links:

Munmun De Choudhury, Emre Kıcıman

The Language of Social Support in Social Media and Its Effect on Suicidal Ideation Risk. Proceedings Article

In: Proceedings of the International Conference on Web and Social Media (ICWSM), pp. 32–41, AAAI, 2017.

Abstract | BibTeX | Links:

Alexandra Olteanu, Onur Varol, Emre Kıcıman

Distilling the Outcomes of Personal Experiences: A Propensity-scored Analysis of Social Media. Proceedings Article

In: Proceedings of Computer-Supported Cooperative Work and Social Computing, pp. 370–386, ACM, 2017.

Abstract | BibTeX | Links:

2016

Alexandra Olteanu, Carlos Castillo, Fernando Diaz, Emre Kıcıman

Social data: Biases, methodological pitfalls, and ethical boundaries Online

SSRN 2016.

Abstract | BibTeX | Links:

Golnoosh Farnadi, Emre Kıcıman

Idiomatic Application of Causal Analysis to Social Media Timelines: Opportunities and Challenges Proceedings Article

In: Inference and Learning of Hypothetical and Counterfactual Interventions in Complex Systems, a workshop at NIPS, 2016.

Abstract | BibTeX | Links:

Abhimanyu Das, Sreenivas Gollapudi, Emre Kiciman, Onur Varol

Information dissemination in heterogeneous-intent networks Proceedings Article

In: Proceedings of the 8th ACM Conference on Web Science, pp. 259–268, ACM ACM, 2016.

Abstract | BibTeX | Links:

Munmun De Choudhury, Emre Kıcıman, Mark Dredze, Glen Coppersmith, Mrinal Kumar

Discovering shifts to suicidal ideation from mental health content in social media Proceedings Article

In: Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, pp. 2098–2110, ACM ACM, 2016, ISBN: 978-1-4503-3362-7.

Abstract | BibTeX | Links:

Alexandra Olteanu, Onur Varol, Emre Kıcıman

Towards an Open-Domain Framework for Distilling the Outcomes of Personal Experiences from Social Media Timelines. Proceedings Article

In: Proceedings of Intl. Conference on Web and Social Media (ICWSM), pp. 647–650, AAAI, 2016.

Abstract | BibTeX | Links:

Munmun De Choudhury, Sanket Sharma, Emre Kıcıman

Characterizing dietary choices, nutrition, and language in food deserts via social media Proceedings Article

In: Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, pp. 1157–1170, ACM 2016, ISBN: 978-1-4503-3592-8.

Abstract | BibTeX | Links:

Fernando Diaz, Michael Gamon, Jake M Hofman, Emre Kıcıman, David Rothschild

Online and social media data as an imperfect continuous panel survey Journal Article

In: PLoS ONE, vol. 11, no. 1, pp. e0145406, 2016.

Abstract | BibTeX | Links:

2015

Benjamin S Livshits, Emre Mehmet Kiciman, David Simmons

Edge computing platform for delivery of rich internet applications Miscellaneous

2015, (US Patent 9,152,411).

BibTeX

Paul N Bennett, Emre M Kiciman, Alexander Fishkov

Searching Based on the Persona of Another Miscellaneous

2015, (US Patent App. 14/884,789).

BibTeX

Emre Kıcıman, Matthew Richardson

Towards Decision Support and Goal Achievement: Identifying Action-Outcome Relationships From Social Media Proceedings Article

In: Proceedings of the 21st ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 547–556, ACM ACM, 2015, ISBN: 978-1-4503-3664-2.

Abstract | BibTeX | Links:

Paul N Bennett, Alexander Fishkov, Emre Kıcıman

Persona-ization: Searching on Behalf of Others. Proceedings Article

In: Proceedings of Intl Workshop on Social Personalisation and Search (SPS 2015) at SIGIR, pp. 26–32, ACM, 2015.

Abstract | BibTeX | Links:

Emre Kiciman, Abulimiti Aji, Kuansan Wang

Entity recognition using probabilities for out-of-collection data Miscellaneous

2015, (US Patent 9,104,979).

BibTeX

Andrés Monroy-Hernández, Emre Kıcıman, Danah Boyd, Scott Counts

Narcotweets: Social media in wartime Online

arXiv 2015.

Abstract | BibTeX | Links:

Emre Kıcıman

Towards learning a knowledge base of actions from experiential microblogs Proceedings Article

In: AAAI Spring Symposium on Knowledge Representation and Reasoning, AAAI, 2015.

Abstract | BibTeX | Links:

Paul Nathan Bennett, Emre Mehmet Kiciman, Peter Richard Bailey, Nikhil Dandekar, Huizhong Duan

Ranking based on social activity data Miscellaneous

2015, (US Patent 8,972,399).

BibTeX

Emre Mehmet Kiciman, Chun-Kai Wang, Yi-Min Wang

Generating activities based upon social data Miscellaneous

2015, (US Patent App. 14/662,868).

BibTeX

Emre Mehmet Kiciman, Chun-Kai Wang, Yi-Min Wang

Generating activities based upon social data Miscellaneous

2015, (US Patent 9,009,226).

BibTeX

2014

Emre Kıcıman, Scott Counts, Michael Gamon, Munmun De Choudhury, Bo Thiesson

Discussion Graphs: Putting Social Media Analysis in Context Proceedings Article

In: Eighth International AAAI Conference on Weblogs and Social Media (ICWSM), AAAI, 2014.

Abstract | BibTeX | Links:

Fernando Diaz, Michael Gamon, Jake Hofman, Emre Kıcıman, David Rothschild

Online and social media data as a flawed continuous panel survey Technical Report

Microsoft Research no. MSR-TR-2014-159, 2014.

Abstract | BibTeX | Links:

Abhimanyu Das, Sreenivas Gollapudi, Emre Kıcıman

Effect of Persuasion on Information Diffusion in Social Networks Technical Report

no. MSR-TR-2014-69, 2014.

Abstract | BibTeX | Links:

George Danezis, Tuomas Aura, Shuo Chen, Emre Mehmet Kiciman

Sharing of user preferences Miscellaneous

2014, (US Patent 8,700,705).

BibTeX

Yuzhe Jin, Emre Kıcıman, Kuansan Wang, Ricky Loynd

Entity linking at the tail: sparse signals, unknown entities, and phrase models Proceedings Article

In: Proceedings of the 7th ACM international conference on Web search and data mining (WSDM), pp. 453–462, ACM, 2014, ISBN: 978-1-4503-2351-2.

Abstract | BibTeX | Links:

John D Dunagan, Albert Greenberg, Emre M Kiciman, Heather E Warncke, Alastair Wolman

Scaled management system Miscellaneous

2014, (US Patent 8,666,967).

BibTeX

Benjamin G Zorn, Jeffrey T Cohen, Dennis B Gannon, Emre M Kiciman, George M Moore, Stuart H Schaefer

Datacenter execution templates Miscellaneous

2014, (US Patent 8,856,333).

BibTeX

2013

Robert L Rounthwaite, Galen Andrew, Emre Mehmet Kiciman, Xiaoxin Yin

Determining a similarity measure between queries Miscellaneous

2013, (US Patent 8,606,786).

BibTeX

Andrés Monroy-Hernández, Shelly Farnham, Emre Kıcıman, Scott Counts, Munmun De Choudhury

Smart societies: from citizens as sensors to collective action Journal Article

In: ACM Interactions, vol. 20, no. 4, pp. 16–19, 2013.

Abstract | BibTeX | Links:

Stephen Guo, Ming-Wei Chang, Emre Kıcıman

To Link or Not to Link? A Study on End-to-End Tweet Entity Linking. Proceedings Article

In: Proceedings of NAACL-HLT 2013, pp. 1020–1030, 2013.

Abstract | BibTeX | Links:

Yuzhe Jin, Kuansan Wang, Emre Kıcıman

Sparse lexical representation for semantic entity resolution Proceedings Article

In: 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8575–8579, IEEE 2013.

Abstract | BibTeX

Chun-Kai Wang, B Hsu, Ming-Wei Chang, Emre Kıcıman

Simple and knowledge-intensive generative model for named entity recognition Technical Report

Microsoft Research no. MSR-TR-2013-3, 2013.

Abstract | BibTeX | Links:

Andrés Monroy-Hernández, Emre Kıcıman, Munmun De Choudhury, Scott Counts, others

The new war correspondents: The rise of civic media curation in urban warfare Proceedings Article

In: Proceedings of the 2013 conference on Computer Supported Cooperative Work (CSCW), pp. 1443–1452, ACM ACM, 2013.

Abstract | BibTeX | Links:

Emre Kıcıman, Munmun De Choudhury, Scott Counts, Michael Gamon, Bo Thiesson

Analyzing Social Media Relationships in Context with Discussion Graphs Proceedings Article

In: Proceedings of the Eleventh Workshop on Mining and Learning With Graphs (MLG 2013), ACM, 2013.

Abstract | BibTeX | Links:

Anders B Vinberg, David G Campbell, James R Hamilton, Donald F Ferguson, Emre M Kiciman

Highly available large scale network and internet systems Miscellaneous

2013, (US Patent 8,495,557).

BibTeX

Kuansan Wang, Emre M Kiciman, Bo-June Hsu, Chun-Kai Wang

Federated implicit search Miscellaneous

2013, (US Patent 8,359,311).

BibTeX

2012

Huizhong Duan, Emre Kıcıman, ChengXiang Zhai

Click patterns: An empirical representation of complex query intents Proceedings Article

In: Proceedings of the 21st ACM Intl. Conference on Information and Knowledge Management (CIKM), pp. 1035–1044, ACM, 2012, ISBN: 978-1-4503-1156-4.

Abstract | BibTeX | Links:

Bimal Viswanath, Emre Kıcıman, Stefan Saroiu

Keeping information safe from social networking apps Proceedings Article

In: Proceedings of the 2012 ACM Workshop on Workshop on Online Social Networks (WOSN 2012), pp. 49–54, ACM 2012, ISBN: 978-1-4503-1480-0.

Abstract | BibTeX | Links:

Andrés Monroy-Hernández, Emre Kıcıman, danah boyd, Scott Counts

Tweeting the Drug War: Empowerment, Intimidation, and Regulation in Social Media Proceedings Article

In: In Human Computer Interaction International Conference (HCIC), 2012.

Abstract | BibTeX | Links:

Emre Kıcıman

OMG, i have to tweet that! a study of factors that influence tweet rates Proceedings Article

In: Proceedings of the Sixth International AAAI Conference on Weblogs and Social Media (ICWSM), AAAI, 2012.

Abstract | BibTeX | Links:

Danah Boyd, Gilad Lotan, Paul Oka, Emre Mehmet Kiciman, Chun-Kai Wang

Presenting supplemental content in context Miscellaneous

2012, (US Patent App. 13/602,015).

BibTeX

2010

George Danezis, Tuomas Aura, Shuo Chen, Emre Kıcıman

How to share your favourite search results while preserving privacy and quality Proceedings Article

In: In Proceedings of 10th Intl. Symp. on Privacy Enhancing Technologies (PETS), pp. 273–290, Springer Berlin/Heidelberg 2010.

Abstract | BibTeX | Links:

Emre Kıcıman

Language differences and metadata features on Twitter Proceedings Article

In: In Proceedings of Web N-gram Workshop, at SIGIR, pp. 47, ACM, 2010.

Abstract | BibTeX | Links:

Emre Kıcıman, Benjamin Livshits, Madanlal Musuvathi, Kevin C Webb

Fluxo: a system for internet service programming by non-expert developers Proceedings Article

In: Proceedings of the 1st ACM Symposium on Cloud Computing (SOCC), pp. 107–118, ACM 2010, ISBN: 978-1-4503-0036-0.

Abstract | BibTeX | Links:

Min-John Lee, David James Gemmell, Ashok K Chandra, Vincent Vergonjeanne, Emre M Kiciman

Adjusting search results based on user social profiles Miscellaneous

2010, (US Patent App. 12/823,587).

BibTeX

David J Gemmell, Min-John Lee, Ashok Chandra, Vincent Vergonjeanne, Emre M Kiciman

Advertising products to groups within social networks Miscellaneous

2010, (US Patent App. 12/823,609).

BibTeX

Danah Boyd, Gilad Lotan, Paul Oka, Emre Mehmet Kiciman, Chun-Kai Wang

Presenting supplemental content in context Miscellaneous

2010, (US Patent App. 12/795,392).

BibTeX

Romain J Thibaux, Emre M Kiciman, David A Maltz, John C Platt

Strategies for identifying anomalies in time-series data Miscellaneous

2010, (US Patent 7,716,011).

BibTeX

Emre Mehmet Kiciman, Chun-Kai Wang, Sreeharsha Kamireddy, Silviu-Petru Cucerzan

Social home page Miscellaneous

2010, (US Patent App. 12/761,666).

BibTeX

2009

Emre Kıcıman, Benjamin Livshits, Madanlal Musuvathi

CatchAndRetry: Extending exceptions to handle distributed system failures and recovery Proceedings Article

In: Proceedings of the Fifth Workshop on Programming Languages and Operating Systems, pp. 4, ACM 2009.

BibTeX

Emre Kıcıman, Benjamin Livshits, Madanlal Musuvathi

FLUXO: A Simple Service Compiler Proceedings Article

In: Workshop on Hot Topics in Operating Systems (HotOS), USENIX, 2009.

Abstract | BibTeX | Links:

Alexander Rasmussen, Emre Kıcıman, Benjamin Livshits, Madanlal Musuvathi

Improving the responsiveness of internet services with automatic cache placement Proceedings Article

In: Proceedings of the 4th ACM European Conference on Computer Systems (EUROSYS), pp. 27–32, ACM 2009.

Abstract | BibTeX | Links:

Romain Thibaux, Emre Kiciman, David A Maltz

Grouping failures to infer common causes Miscellaneous

2009, (US Patent 7,529,974).

BibTeX

Emre Mehmet Kiciman, Wissam Kazan, Chun-Kai Wang, Aaron C Hoff, Felipe Luis Naranjo, Francislav P Penov

Social browsing Miscellaneous

2009, (US Patent App. 12/614,457).

BibTeX

2008

John C Platt, Emre Kıcıman, David A. Maltz

Fast variational inference for large-scale internet diagnosis Proceedings Article

In: In Proceedings of The Conference on Neural Information Processing Systems (NIPS), pp. 1169–1176, 2008.

Abstract | BibTeX | Links:

Benjamin Livshits, Emre Kıcıman

Doloto: Code splitting for network-bound Web 2.0 applications Proceedings Article

In: Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering, pp. 350–360, ACM 2008.

Abstract | BibTeX | Links:

Emre Mehmet Kiciman, Darko Kirovski

Social network referral coupons Miscellaneous

2008, (US Patent App. 12/270,974).

BibTeX

Benjamin Livshits, Emre M Kiciman, Alexander C Rasmussen, Madanlal Musuvathi

Developing and Maintaining High Performance Network Services Miscellaneous

2008, (US Patent App. 12/335,799).

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Shuo Chen, Emre M Kiciman, Yi-Min Wang

Customizing Search Results Miscellaneous

2008, (US Patent App. 12/137,508).

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2007

Emre Kıcıman, Benjamin Livshits

AjaxScope: a platform for remotely monitoring the client-side behavior of Web 2.0 applications Proceedings Article

In: In Proceedings of the 21st ACM Symp. on Operating Systems Principles (SOSP'07), pp. 17–30, ACM 2007, ISBN: 978-1-59593-591-5.

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Emre Kıcıman, Helen J Wang

Live monitoring: using adaptive instrumentation and analysis to debug and maintain Web applications Proceedings Article

In: In Proceedings of the 11th Workshop on Hot Topics in Operating Systems (HotOS XI), USENIX, 2007.

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Moises Goldszmidt, Emre M Kiciman, David A Maltz, John C Platt

Mining Web Logs to Debug Wide-Area Connectivity Problems Miscellaneous

2007, (US Patent App. 11/680,483).

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Emre Mehmet Kiciman, Benjamin Livshits, Jiahe Helen Wang

Remote monitoring of local behavior of network applications Miscellaneous

2007, (US Patent App. 11/862,074).

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2006

Chad Verbowski, Emre Kıcıman, Arunvijay Kumar, Brad Daniels, Shan Lu, Juhan Lee, Yi-Min Wang, Roussi Roussev

Flight data recorder: monitoring persistent-state interactions to improve systems management Proceedings Article

In: Proceedings of the 7th Symp. on Operating Systems Design and Implementation (OSDI), pp. 117–130, USENIX 2006.

Abstract | BibTeX | Links:

Emre Kıcıman, David A Maltz, Moises Goldszmidt, John C Platt

Mining web logs to debug distant connectivity problems Proceedings Article

In: Proceedings of the 2006 SIGCOMM Workshop on Mining Network Data (MineNet), pp. 287–292, ACM 2006.

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Richard Mortier, Emre Kıcıman

Autonomic network management: some pragmatic considerations Proceedings Article

In: Proceedings of the 2006 SIGCOMM Workshop on Internet Network Management, pp. 89–93, ACM 2006.

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Chad Verbowski, Emre Kıcıman, Brad Daniels, Yi-Min Wang, Roussi Roussev, Shan Lu, Juhan Lee

Analyzing persistent state interactions to improve state management Proceedings Article

In: ACM SIGMETRICS Performance Evaluation Review, pp. 363–364, ACM 2006.

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George Candea, Emre Kıcıman, Shinichi Kawamoto, Armando Fox

Autonomous recovery in componentized internet applications Journal Article

In: Cluster Computing, vol. 9, no. 2, pp. 175–190, 2006, ISSN: 1573-7543.

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2005

Emre Kıcıman

Using statistical monitoring to detect failures in internet services PhD Thesis

Stanford University, 2005.

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Emre Kıcıman, Armando Fox

Detecting application-level failures in component-based internet services Journal Article

In: IEEE Transactions on Neural Networks, vol. 16, no. 5, pp. 1027–1041, 2005.

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Emre Kıcıman, Lakshminarayanan Subramanian

Root cause localization in large scale systems Proceedings Article

In: In Proceedings of the First Workshop on Hot Topics in System Dependability (HotDep), 2005.

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2004

Benjamin C Ling, Emre Kıcıman, Armando Fox

Session State: Beyond Soft State. Proceedings Article

In: NSDI, pp. 22–22, USENIX 2004.

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Mike Y. Chen, Anthony J Accardi, Emre Kıcıman, Jim Lloyd, David A Patterson, Armando Fox, Eric A Brewer

Path-based failure and evolution management Proceedings Article

In: In Proceedings of the 1st USENIX/ACM Symposium on Networked Systems Design and Implementation (NSDI '04), ACM, 2004.

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Emre Kıcıman, Yi-Min Wang

Discovering correctness constraints for self-management of system configuration Proceedings Article

In: In Proceedings of the Intl Conference on Autonomic Computing (ICAC) , pp. 28–35, IEEE 2004.

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Armando Fox, E Kiciman, David Patterson, Randy Katz, Michael Jordan, Ion Stoica

Statistical Monitoring+ Predictable Recovery= Self-* Proceedings Article

In: Proceedings of the Internation Workshop on Self-* Properties in Complex Information Systems (SELF-STAR), 2004.

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Armando Fox, Emre Kıcıman, David Patterson

Combining statistical monitoring and predictable recovery for self-management Proceedings Article

In: Proceedings of the 1st ACM SIGSOFT Workshop on Self-Managed Systems, pp. 49–53, ACM 2004.

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2003

Shankar R Ponnekanti, Brad Johanson, Emre Kiciman, Armando Fox

Portability, extensibility and robustness in iROS Proceedings Article

In: Pervasive Computing and Communications, 2003.(PerCom 2003). Proceedings of the First IEEE International Conference on, pp. 11–19, IEEE 2003.

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George Candea, Emre Kiciman, Steve Zhang, Pedram Keyani, Armando Fox

JAGR: An autonomous self-recovering application server Proceedings Article

In: Autonomic Computing Workshop. 2003. Proceedings of the, pp. 168–177, IEEE 2003.

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Mike Chen, Emre Kcman, Anthony Accardi, O Fox, Eric Brewer

Using runtime paths for macro analysis Proceedings Article

In: In 9th Workshop on Hot Topics in Operating Systems, Kauai, HI, 2003.

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Emre Kiciman, Armando Fox

Detecting and localizing anomalous behavior to discover failures in component-based internet services Journal Article

In: 2003.

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Aaron Brown, Pete Broadwell, George Candea, Mike Chen, James Cutler, Armando Fox, Emre Kiciman, David Oppenheimer, Jonathan Traupman

Recovery Oriented Computing (ROC) Journal Article

In: 2003.

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2002

Edward Swierk, Emre Kiciman, Nathan C Williams, Takashi Fukushima, Hideki Yoshida, Vince Laviano, Mary Baker

The Roma personal metadata service Journal Article

In: Mobile Networks and Applications, vol. 7, no. 5, pp. 407–418, 2002.

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Shankar Ponnekanti, Brad Johanson, Emre Kiciman, Armando Fox

Designing for Maintainability, Failure Resilience, and Evolvability in Ubiquitous Computing Software Journal Article

In: Submission to Operating Systems Design and Implementation, 2002.

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Emre Kiciman

Using Internet Services to Manage Massive Evolving Information for Ubiquitous Computing Systems Proceedings Article

In: ADJUNCT PROCEEDINGS, pp. 71, 2002.

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Mike Y Chen, Emre Kiciman, Eugene Fratkin, Armando Fox, Eric Brewer

Pinpoint: Problem determination in large, dynamic internet services Proceedings Article

In: Dependable Systems and Networks, 2002. DSN 2002. Proceedings. International Conference on, pp. 595–604, IEEE 2002.

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David Patterson, Aaron Brown, Pete Broadwell, George Candea, Mike Chen, James Cutler, Patricia Enriquez, Armando Fox, Emre Kiciman, Matthew Merzbacher, others

Recovery-oriented computing (ROC): Motivation, definition, techniques, and case studies Technical Report

Technical Report UCB//CSD-02-1175, UC Berkeley Computer Science 2002.

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Mike Y Chen, Emre Kiciman, Eric Brewer

An online evolutionary approach to developing Internet services Proceedings Article

In: Proceedings of the 10th workshop on ACM SIGOPS European workshop, pp. 161–164, ACM 2002.

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2001

Emre Kiciman, Armando Fox, O Fox

Separation of concerns in networked service composition Proceedings Article

In: Position Paper Workshop on Advanced Separation of Concerns in Software Engineering at ICSE 2001, 2001.

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Brad Johanson, Shankar Ponnekanti, Emre Kiciman, Caesar Sengupta, Armando Fox

System support for interactive workspaces Journal Article

In: 2001.

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James Cutler, Charles Fraleigh, Devendra Jaisinghani, Dora Karali, Emre Kiciman

LUDDIDE—Location and User Dependent Information Delivery Miscellaneous

2001.

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Emre Kiciman, Laurence Melloul, Armando Fox

Position summary: towards zero-code service composition Proceedings Article

In: Hot Topics in Operating Systems, 2001. Proceedings of the Eighth Workshop on, pp. 172, IEEE 2001.

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2000

Helen J Wang, Bhaskaran Raman, Chen-nee Chuah, Rahul Biswas, Ramakrishna Gummadi, Barbara Hohlt, Xia Hong, Emre Kiciman, Zhuoqing Mao, Jimmy S Shih, others

ICEBERG: An Internet core network architecture for integrated communications Journal Article

In: IEEE Personal Communications, vol. 7, no. 4, pp. 10–19, 2000.

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Emre Kiciman, Armando Fox

Using dynamic mediation to integrate COTS entities in a ubiquitous computing environment Proceedings Article

In: International Symposium on Handheld and Ubiquitous Computing, pp. 211–226, Springer, Berlin, Heidelberg 2000.

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Brad Johanson, Emre Kiciman, O Fox

Moving Data and Interfaces in an Interactive Workspace Journal Article

In: 2000.

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1999

Anthony D Joseph, Barbara Hohlt, Randy Katz, Emre Kiciman

System Support for Multi-Modal Information Access and Device Control Journal Article

In: interfaces, vol. 6, no. 8, pp. 11, 1999.

BibTeX

R Katz, A Joseph, S Czerwinski, T Hodes, B Hohlt, E Kiciman, R Ludwig, S Mukkamalla, K Oden, A Ordonez, others

A scalable service architecture for computer-telephony integration Proceedings Article

In: conference, 1999.

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