Peer-Reviewed Journal Papers

  1. Kim J, Diesner J (accepted) Less than expected: Over-time measurement of triadic closure in scientific collaboration networks. Journal for Social Network Analysis and Mining (SNAM).
  2. Kim J, Diesner J (2016) Distortive Effects of Initial-Based Name Disambiguation on Measurements of Large-Scale Coauthorship Networks. Journal of the Association for Information Science and Technology (JASIST), 67(6), 1446-1461. DOI: 10.1002/asi.23489
  3. Kim J, Tao L, Lee S-H, Diesner J (2016) Evolution and Structure of Scientific Co-publishing Network in Korea during 1948-2011. Scientometrics, 107(1), 27-41. DOI:10.1007/s11192-016-1878-5
  4. Diesner J (2015) Small Decisions with Big Impact on Data Analytics. Big Data & Society, special issue on Assumptions of Sociality, 2(2), DOI: 10.1177/2053951715617185
  5. Kim J, Diesner J (2015) The Effects of Data Pre-Processing on Understanding the Evolution of Collaboration Networks. Journal of Informetrics, 9(1), 226-236.
  6. Kim J, Diesner J (2015). Coauthorship Networks: A Directed Network Approach Considering the Order and Number of Coauthors. Journal of the Association for Information Science and Technology (JASIST)
  7. Diesner J, Kim J, Pak S (2014): Computational Impact Assessment of Social Justice Documentaries. Journal of Electronic Publishing (JEP), special issue Metrics for Measuring Publishing Value: Alternative and Otherwise 17(3), DOI 10.3998/3336451.0017.306
  8. Kim J, Kim H, Diesner J (2014). The Impact of Name Ambiguity on Properties of Coauthorship Networks. Journal of Information Science Theory and Practice (JISTP), 2(2), 6-15. DOI 10.1633/JISTaP.2014.2.2.1
  9. Kim J, Diesner J (2014) A network-based approach to coauthorship credit allocation. Scientometrics 101 (1), 587-602. DOI 10.1007/s11192-014-1253-3
  10. van Holt T, Johnson JC, Carley KM, Brinkley J, Diesner J (2013) Rapid Ethnographic Assessment for Cultural Mapping. Poetics 41 (4), 366-383. DOI 10.1016/j.poetic.2013.05.004
  11. Diesner J (2013) From Texts to Networks: Detecting and Managing the Impact of Methodological Choices for Extracting Network Data from Text Data. Künstliche Intelligenz/ Artificial Intelligence 27(1), 75-78. DOI 10.1007/s13218-012-0225-0 (invited paper)
  12. Diesner J, Carley KM, Tamabyong L (2012) Mapping socio-cultural networks of Sudan from open-source, large-scale text data. Computational and Mathematical Organization Theory (CMOT) 18(3), 328-339. DOI 10.1007/s10588-012-9126-x
  13. Chang Y, Diesner J, Carley KM (2012) Automated Definition Acquisition from Operations Law Documents. IEEE Transactions on Systems, Man, and Cybernetics, part C 42(2), 223 - 232. DOI 10.1109/TSMCC.2011.2110643.
  14. Dabbish L, Towne B, Diesner J, Herbsleb J (2011) Construction of association networks from communication in teams working on complex projects. Statistical Analysis and Data Mining (SAM), special issue: Networks, 4(5), 547-563. DOI 10.1002/sam.10135
  15. Diesner J, Carley KM (2008) Conditional Random Fields for Entity Extraction and Ontological Text Coding. Journal of Computational and Mathematical Organization Theory (CMOT), 14(3), 248 – 262. DOI: 10.1007/s10588-008-9029-z [full paper,original publication, for which Science+Business Media, LLC 2008 owns the copyright, is available here]
  16. Carley KM, Diesner J, Reminga J, Tsvetovat M (2007) Toward an interoperable dynamic network analysis toolkit. Decision Support Systems (DSS), 43(4), 1324-1347. DOI 10.1016/j.dss.2006.04.003
  17. Diesner J, Frantz T, Carley KM (2005) Communication Networks from the Enron Email Corpus "It's Always About the People Enron is no Different”. Computational and Mathematical Organization Theory (CMOT), 11(3), 201-228. DOI 10.1007/s10588-005-5377-0

Peer Reviewed Conferences (full papers unless noted otherwise)

  1. Rezapour R, Wang L, Abdar O, Diesner J (2017) Identifying the Overlap between Election Result and Candidates' Ranking based on Hashtag-Enhanced, Lexicon-Based Sentiment Analysis. Short paper, Proceedings of IEEE 11th International Conference on Semantic Computing (ICSC), San Diego, CA.
  2. Rezapour R, Diesner J (2017) Classification and Detection of Micro-Level Impact of Issue-Focused Films based on Reviews. Proceedings of 20th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2017), Portland, OR.
  3. Jiang M, Diesner J (2016) Says Who…? Identification of Critic versus Layman Reviews of Documentary Films. Proceedings of 26th International Conference on Computational Linguistics (COLING), Osaka, Japan
  4. Jiang M, Diesner J (2016) Rating Prediction and Feature Comparison of Issue-Focused Documentaries versus Feature Films. Short paper at ACM Hypertext and Social Media, Halifax, Canada.
  5. Diesner J, Rezapour R, Jiang M (2016) Assessing Public Awareness of Social Justice Documentary Films based on News Coverage versus Social Media. iConference 2016, Philadelphia, PA, USA. DOI: 10.9776/16305
  6. Diesner J, Evans C (2015) Little Bad Concerns: Using Sentiment Analysis to Assess Structural Balance in Communication Networks. Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Paris, France. DOI: 10.1145/2808797.2809403
  7. Mishra S, Diesner J (2015) Sentiment analysis with incremental human-in-the-loop learning and lexical resource customization. Poster in proceedings of ACM Hypertext and Social Media, Cyprus. DOI: 10.1145/2700171.2791022
  8. Diesner J, Evans C, Kim J (2015) Impact of entity disambiguation errors on social network properties. International AAAI Conference on Web and Social Media (ICWSM), Oxford, UK
  9. Al-Sabbagh R, Girju R, Diesner J (2015) A Unified Framework to Identify and Extract Uncertainty Cues, Holders, and Scopes. International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), Cairo, Egypt
  10. Diesner, J., Rezapour, R. (2015). Social Computing for Impact Assessment of Social Change Projects. International Social Computing, Behavioral Modeling and Prediction Conference (SBP), Washington, DC
  11. Counts S, De Choudhury M, Diesner J, Gilbert E, Gonzalez M, Keegan B, Naaman M, Wallach H (2014) Computational social science: CSCW in the social media era. Proceedings of 17th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW), p 105-108. DOI: 10.1145/2556420.2556849
  12. Mishra S, Agarwal S, Guo J, Phelps K, Picco J, Diesner J (2014) Enthusiasm and Support: Alternative Sentiment Classification for Social Movements on Social Media. Poster in proceedings of 2014 ACM conference on Web Science, Bloomington, IN. (earlier version presented at 2014 iConference, Berlin, Germany). DOI: 10.1145/2615569.2615667
  13. Diesner J, Pak S, Kim J, Soltani K, Aleyasen A (2014) Computational Assessment of the Impact of Social Justice Documentaries. iConference, Berlin, Gemany
  14. Al-Sabbagh R, Girju R, Diesner J (2014) 3arif: A Corpus of Modern Standard and Egyptian Arabic Tweets Annotated for Epistemic Modality Using Interactive Crowdsourcing. 25th Conference on Computational Linguistics (COLING), Dublin, Ireland.
  15. Al-Sabbagh R, Diesner J, Girju R (2013) Using the Semantic-Syntactic Interface for Reliable Arabic Modality Annotation. 6th International Joint Conference on Natural Language Processing (IJCNLP), Nagoya, Japan.
  16. Efron M, Diesner J, Organisciak P, Sherman G, Lucic A (2012) The University of Illinois' Graduate School of Library and Information Science at TREC 2012. Proceedings of Text REtrieval Conference (TREC), Gaithersburg, ML.
  17. Diesner J, Tamabyong L, Carley KM (2010) Mapping socio-cultural networks of Sudan from open-source, large-scale text data. Presentation at 29th Annual Conference of the Sudan Studies Association (SSA), West Lafayette, IN, May 2010. [abstract]
  18. Diesner J, Carley KM (2009) He says, she says. Pat says, Tricia says. How much reference resolution matters for entity extraction, relation extraction, and social network analysis. Proceedings IEEE Symposium on Computational Intelligence for Security and Defence Applications (CISDA), Ottawa, Canada, July 2009.
  19. Landwehr P, Diesner J, Carley KM (2009) Words of Warcraft: a relational text analysis of quests in an MMORPG. Proceedings Digital Games Research Association Conference (DiGRA), London, UK, Sept. 2009.
  20. Diesner J, Carley KM (2007) Conditional Random Fields for Entity Extraction and Ontological Text Coding. Proceedings North American Association for Computational Social and Organizational Science Conference (NAACSOS), Atlanta, GA, July 2007. Best Student Paper Award.
  21. Lecy J, Diesner J, Carley KM (2006) Identification of Knowledge Groups from the Enron Email Corpus. 56th Annual Conference of International Communication Association (ICA), Dresden, Germany, June 2006. [abstract]
  22. Diesner J, Kumaraguru P, Carley KM (2005) Mental Models of Data Privacy and Security Extracted from Interviews with Indians. 55th Annual Conference of International Communication Association (ICA), New York, NY, May 2005. [abstract]
  23. Diesner J, Carley KM (2004) Using Network Text Analysis to Detect the Organizational Structure of Covert Networks. Proceedings North American Association for Computational Social and Organizational Science Conference (NAACSOS), Pittsburgh, PA, July 2004.
  24. Carley KM, Diesner J, Reminga J, Tsvetovat M (2004) An Integrated Approach to the Collection and Analysis of Network Data. Proceedings North American Association for Computational Social and Organizational Science Conference (NAACSOS), Pittsburgh, PA, July 2004.
  25. Lewis ET, Diesner J, Carley KM (2001) Using Automated Text Analysis to Study Self-Presentation Strategies. Proceedings Computational Analysis of Social and Organizational Systems Conference (CASOS), Pittsburgh, PA, July 2001.

Peer Reviewed Workshop / Symposium Papers

  1. Mishra S, Diesner J (2016) Semi-supervised Named Entity Recognition in noisy-text. 2nd Workshop on Noisy User-generated Text (W-NUT) at 26th International Conference on Computational Linguistics (COLING), Osaka, Japan.
  2. Diesner J, Chin C (2016) Gratis, Libre, or Something Else? Regulations and Misassumptions Related to Working with Publicly Available Text Data, ETHI-CA² Workshop (ETHics In Corpus Collection, Annotation & Application), 10th Language Resources and Evaluation Conference (LREC), Portoroz, Slovenia.
  3. Diesner J, Chin C (2016) Seeing the forest for the trees: considering applicable types of regulation for the responsible collection and analysis of human centered data. Human-Centered Data Science (HCDS) Workshop at 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2016), San Fancisco, CA.
  4. Diesner J, Chin C (2015) Usable Ethics: Practical Considerations for Responsibly Conducting Research with Social Trace Data. Workshop: Beyond IRBs: Ethical Review Processes for Big Data Research, Washington DC.
  5. Kim J, Aleyasen A, Kim H, Kim H M, Diesner J (2014) Why Name Ambiguity Resolution Matters for Scholarly Big Data Research. International Workshop on Challenges & Issues on Scholarly Big Data Discovery and Collaboration,  IEEE BigData, Washington DC.
  6. Diesner J, Aleyasen A, Mishra S, Schecter A, Contractor N (2014). Comparison of Communication Networks built from explicit and implicit data. Computational Approaches to Social Modeling (ChASM 2014), ACM WebScience, Blomington, IN.
  7. Al-Sabbagh R, Girju R, Diesner J (2014) 3arif: A Corpus of Modern Standard and Egyptian Arabic Tweets Annotated for Epistemic Modality with Interactive Crowdsourcing. 52nd Annual Meeting of the Association for Computational Linguistics (ACL), 5th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA), Baltimore, MD.
  8. Al-Sabbagh R, Girju R, Diesner J (2014). Interactive Annotation for Event Modality in Modern Standard and Egyptian Arabic Tweets. Linguistic Annotation Workshop (LAW VIII 2014) at 25th Conference on Computational Linguistics (COLING), Dublin, Ireland.
  9. Al-Sabbagh R, Diesner J, Girju R (2014) Unsupervised Learning of Arabic Modal Multiword Expressions. 14th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 10th Workshop on Multiword Expressions (MWE), Gothenburg, Sweden.
  10. Diesner J, Carley KM (2012) Impact of Relation Extraction Methods from Text Data on Network Data and Analysis Results. Short paper at ACM Web Science Conference, Words and Networks Workshop (WON 2012), Evanston, IL
  11. Ahmed S, Diesner J (2012) Information Network Analysis to Understand the Evolution of Online Social Networking Sites in the Context of India, Pakistan, and Bangladesh. Short paper at ACM Web Science Conference, Words and Networks Workshop (WON), Evanston, IL
  12. Diesner J, Carley KM (2010) A methodology for integrating network theory and topic modeling and its application to innovation diffusion. IEEE International Conference on Social Computing (SocComp), Workshop on Finding Synergies Between Texts and Networks, Minneapolis, MN, August 2010. Best Workshop Paper Award
  13. Diesner J, Carley KM (2005) Exploration of Communication Networks from the Enron Email Corpus. Proceedings Society for Industrial and Applied Mathematics (SIAM) International Conference on Data Mining, Workshop on Link Analysis, Counterterrorism and Security, pg. 3- 14, Newport Beach, CA, April 2005.

Peer Reviewed Conferences: Extended Abstracts

  1. Evans C, Diesner J (2016) Mutual Impact and Stability of Personal Ethics and Structural Balance in a Communication Network over Time. Poster at 2nd Annual International Conference on Computational Social Science (IC2S2), Evanston, IL.
  2. Diesner J, Rezapour R, Pak S (2015) Comparative Impact Assessment of Documentaries and Related Media. Extended abstract HASTAC, East Lansing, MI.
  3. Evans C, Diesner J, Blake C (2015) Email Data Analysis as an Alternate Lens into Historical Events. Extended abstract HASTAC, East Lansing, MI.
  4. Diesner J, Kim J, Higgings A (2014) Socio-Semantic Network Analysis for Impact Assessment. European Social Networks Conference (EUSN), Barcelona, Spain.
  5. Diesner J (2014) Computational Assessment of the Impact of Social Justice Documentaries". HASTAC, Lima, Peru.
  6. Diesner J (2014). ConText: Software for the Integrated Analysis of Text Data and Network Data. Preconference Social and Semantic Networks in Communication Research, Conference of International Communication Association (ICA), Seattle, WA.
  7. Diesner J, Aleyasen A, Kim J, Mishra S, Soltani S (2013) Using Socio-Semantic Network Analysis for Assessing the Impact of Documentaries. WIN (Workshop on Information in Networks) 2013, New York, NY.
  8. Diesner J, Carley KM (2010) Extension of supervised conditional machine learning system to extract socio-technical networks from open source text data about the Sudan. Women in Machine Learning (WiML) Workshop in conjunction with NIPS, Vancouver, Canada.
  9. Diesner J, Carley KM (2009) WYSIWII - What You See Is What It Is: Informed Approximation of Relational Data from Texts. Presentation at General Online Research (GOR) Conference, Vienna, Austria, April 2009. [abstract]
  10. Carley KM, Frantz T, Diesner J (2006) Social and Knowledge Networks from Large Scale Databases. 56th Annual Conference of International Communication Association (ICA), Dresden, Germany, June 2006. [abstract]

Book Chapters

  1. Diesner J (2015) Words and Networks: How Reliable are Network Data Constructed from Text Data? In Bertino E, Matai SA (Eds) Roles, Trust, and Reputation in Social Media Knowledge Markets. Springer.
  2. Diesner J, Smith M (2014) Combining Online Maps with Text Analysis. In R Alhajj, J Rokne (Eds) Encyclopedia of Social Network Analysis and Mining (pp. 202-206).
  3. Gloor P, Diesner J (accepted) Semantic Social Networks. In R Alhajj, J Rokne (Eds) Encyclopedia of Social Network Analysis and Mining.
  4. Diesner, J., Mergel, I., Carley, K. M. (2011): Network Analysis Software. In G. Barnett (Ed), Encyclopedia of Social Networking, (pp. 595-598). Sage Publications.
  5. Diesner, J., Carley, K. M. (2011): Semantic Networks. In G. Barnett (Ed), Encyclopedia of Social Networking, (pp. 595-598). Sage Publications.
  6. Diesner, J., Carley, K. M. (2011): Words and Networks. In G. Barnett (Ed.), Encyclopedia of Social Networking, (pp. 958-961). Sage Publications.
  7. Diesner, J., & Carley, K. M. (2010). Relation Extraction from Texts (in German, title: Extraktion relationaler Daten aus Texten). In C. Stegbauer & R. Häußling (Eds.), Handbook Network Research (Handbuch Netzwerkforschung) (pp. 507-521). Vs Verlag.
  8. Diesner, J., & Carley, K.M. (2010). Relational methods for analyzing and preventing crime (in German, title: Relationale Verfahren in der Erforschung, Ermittlung und Prävention von Kriminalität). In C. Stegbauer & R. Häußling (Eds.), Handbook Network Research (Handbuch Netzwerkforschung) (pp. 725-738). Vs Verlag.
  9. Weil, S. A., Foster, P., Freeman, J., Carley, K., Diesner, J., et al. (2008). Converging Approaches to Automated Communications-based Assessment of Team Situation Awareness. In M. P. Letsky, N. W. Warner, S. M. Flore & C. A. P. Smith (Eds.), Macrocognition in Teams. Theories and Methodologies (pp. 277–304). Aldershot: Ashgate.
  10. Diesner, J., & Carley, K. M. (2005). Revealing Social Structure from Texts: Meta-Matrix Text Analysis as a novel method for Network Text Analysis. In V. K. Narayanan & D. J. Armstrong (Eds.), Causal Mapping for Information Systems and Technology Research (pp. 81-108). Harrisburg, PA: Idea Group Publishing.

Technical Reports

  1. Lewis ET, Carley KM, Diesner J (2016) Displaying responsiveness or asserting identity in organizational language: how concept networks capture rhetorical strategies. Technical Report CMU-ISR-16-111.
  2. Diesner J (2012) Uncovering and Managing the Impact of Methodological Choices for the Computational Construction of Socio-Technical Networks from Texts. Technical Report CMU-ISR- 12-101. (PhD thesis)
  3. Carley KM, Diesner J, DeReno M, Columbus D at al. (2009, 2008, 2007, 2006). AutoMap User’s Guide. Technical Reports CMU-ISR-09-114, CMU-ISR-08-123, CMU-ISRI-07-114, CMU-ISRI-06-114.
  4. Diesner, J., & Carley, K. M. (2008). Looking under the hood of stochastic part of speech taggers (Technical Report CMU-ISR-08-131R): Carnegie Mellon Univ., School of Computer Science, Inst. Software Research.
  5. Frantz, T. L., Carley, K. M., & Diesner, J. (2005). An Automated Methodology for Conducting a Social Network Study of a University Faculty (Technical Report CMU ISRI-05-106): Carnegie Mellon University, School of Computer Science, Institute for Software Research International.
  6. Tsvetovat, M., Diesner, J., & Carley, K. M. (2004). NetIntel: A Database for Manipulation of Rich Social Network Data (Technical Report CMU-ISRI-04-135): Carnegie Mellon University, School of Computer Science, Institute for Software Research International.
  7. Diesner, J., & Carley, K. M. (2004). AutoMap1.2 - Extract, analyze, represent, and compare mental models from texts (Technical Report CMU-ISRI-04-100): Carnegie Mellon University, School of Computer Science, Institute for Software Research International.

Selected Other Papers and Presentations (not peer reviewed)

  1. Shen H, Diesner J (2014) Semantic Network Analysis of the Public Discourse on Censorship in China. National Communication Association 100th Annual Conference, Chicago, IL.
  2. Carley KM, Diesner J, McCulloh I, Martin M, Kunkel F (2008) Technologies for distilling and investigating relational data from unstructured text data. Poster at US Army Research Laboratory (ARL) Advanced Decision Architectures Consortium Meeting, Boulder, CO.
  3. Diesner J (2008). Computer Science in Numbers: Diversity and Employment. Presentation at Carnegie Mellon University, Pittsburgh, PA
  4. Weil SA, Carley KM, Diesner J, Freeman J, Cooke NJ (2006) Measuring situational awareness through analysis of communications: a preliminary exercise. Proceedings of Command and Control Research and Technology Symposium, San Diego, CA.