data\p3/Sonifications project:

[A] The paper proceeded from this research was disclosed during the 25th International Conference on Auditory Display in Newcastel (UK), in June 2019, winning the "Best of Use of Sound" award - ICAD 2019

[B] The entire dissertation for the Master Thesis is available here.

Bibliography and Sitography

[1] Taormina, R. and Galelli, S., Deep-Learning Approach to the Detection and Localization of Cyber-Physical Attacks on Water Distribution Systems. Journal of Water Resources Planning and Management, 144(10), p.04018065 (2018) AEED (AutoEncoders for Event Detection code - March 2019

[2] Masud L., Valsecchi F., Ciuccarelli P., Ricci D., Caviglia G., From Data to Knowledge, Visualizations as transformation processes within the Data-Information-Knowledge continuum, 14th International Conference Information Visualisation, 2010

[3] Hermann T., Hunt A., Neuhoff J.G, The sonification Handbook, Logos Publishing House, Berlin (2011)

[4] Case of Cyber attack on Water Networks reported: [1], [2], [3], [4] - September/November 2018

[5] CISA U.S., Cyber and Infrastructure website - March 2019

[6] Geiger Counter Wikipedia page - January 2019

[7] Bertin J. Berg W. J., “Semiology of graphics: diagrams networks maps” (Parigi, 1967), translated by Berg W. J., Esri press (2011)

[8] Bakker S., van den Hoven E., Eggen B., Knowing by ear: leveraging human attention abilities in interaction design, in the Journal on Multimodal User Interfaces, Volume 5, Issue 3-4, pp. 197-209 (2010)

[9] Roddy S., Embodied Sonification, PhD thesis, University of Dublin, Trinity College (2015)

[10] Sonification Wikipedia page - June 2018/March 2019

[11] Oxford Dictionaries "Perceptualize" definition - February 2019

[12] Hogan T., Horneckerb E., Feel it! See it! Hear it! Probing Tangible Interaction and Data Representational Modality, Design Research Society (2016)

[13] Jansen Y., Dragicevic P., Isenberg P., Alexander J., Karnik A., Kildal A., Subramanian S., Hornbæk K., Opportunities and Challenges for Data Physicalization, 33rd Annual ACM Conference on Human Factors in Computing Systems, pp. 3227-3236 (2015)

[14] Hogan T., Data Sensification, Beyond Representation Modality, Toward Encoding Data in Experience Design Research Society (2018)

[15] Seealsology Website - February 2019

[16] Software used by the analyst List

[17] Epanet Software

[18] Epanet Manual

[19] Canary Software

[20] Taormina R., Galelli S., Tippenhauer N.O., Salomons E., Ostfeld A., Characterizing Cyber-Physical Attacks on Water Distribution Systems, Journal of Water Resources Planning and Management 143(5) (2017)

[21] Taormina R., Galelli S. (e altri 34), The battle of the attack detection algorithms: disclosing cyber attacks on water distribution network, Journal of Water Resources Planning and Management 144(8) (2018) Website - October/December 2019

[22] Roveta F., Di Mario L., Maggi F., Caviglia G., Zanero S., Ciuccarelli P., BURN: Baring Unknown Rouge Networks, Article No. 6, VizSec Proceedings of the 8th International Symposium on Visualization for Cyber Security (2011)

[23] Nesbitt K.V., Barrass S., Evaluation of Multimodal Sonification and Visualisation of depth of Stock Data, Proceedings of the 2002 International Conference on Auditory Display (ICAD, 2002)

[24] Cern, Jazz Festival Website - March 2019

[25] Brian Foo - Data-Driven Dj Website - March 2019

[26] Generative Art Wikipedia page - March 2019

[27] Somatic Sound, Iraq Body Count Website - March 2019

[28] Listen to Wikipedia Project - March 2019

[29] Lily Asquith, Listening to data from the Large Hadron Collider TEDxZurich - March 2019

[30] Cern, Quantizer Project Website - March 2019

[31] Alex Porter Website - March 2019

[32] Diaz Merced, Wanda L, TED - March 2019

[33] Diaz Merced, Wanda L,. Sound for the exploration of space physics data. PhD thesis, University of Glasgow (2013)

[34] Ballatore A., Gordon D., Boone A., Sonifying data uncertainty with sound dimensions, in Cartography and Geographic Information Science (2018) Library - November 2018

[35] Roddy S., Furlong D., Sonification Listening: an empirical embodied approach, The 21st International Conference on Auditory Display (ICAD, 2015)

[36] Trimmel M., Poelzl G., Impact of background noise on reaction time and brain DC potential changes of VDT-based spatial attention, Ergonomics, Vol. 49, No. 2, 10, pp. 202-208 (2006)

[37] Dalton B. H., Behmn D.G., Effects of noise and music on human and task performance: A systematic review, Occupational Ergonomics 7, 143–152 143, IOS Press (2007)

[38] Deb S., Claudio D., Alarm fatigue and its influence on staff performance, IIE Transactions on Healthcare Systems Engineering, 5:3, pp. 183-196 (2015)

[39] Sendelbach S., Funk M., Alarm Fatigue. A Patient Safety Concern, in AACN Advanced Critical Care, Volume 24 , Number 4 , pp. 378-386 (2013)

[40] Hermann T., Hildebrandt T., Langeslag P., Rinderle-Ma4 S., Optimizing Aesthetics and precision in sonification for peripheral process-monitoring, The 21st International Conference on Auditory Display (ICAD, 2015)

[41] Hildebrandt T., Hermann T., Rinderle-Ma S., A sonification system for process monitoring as secondary task, 5th IEEE Conference on Cognitive Infocommunications (CogInfoCom, 2015)

[42] MIDI Library - October 2018/January 2019

[43] Ableton Live Webiste: - (version 10)

[44] Philarmonia Orchestra Library - September/November 2018

[45] Freesound Library - September/November 2018

[46] Project Sound Archive [First Prototype, Second Prototype, Final Prototype]

[47] Gaver W., Design: Cultural Probes, Article in interactions, DOI: 10.1145/291224.291235 (1999)

[48] H. Hutchinson (e altri), Technology Probes: Inspiring Design for and with Families, Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 17-24 (2003)

[49] Cultural Probes Protocol - March 2019

[50] Sauerwein M., Bakker C., Balkenende R., Annotated Portfolios as a Method to Analyse Interviews, Design Research Society (2018)

[51] Preliminary Questionnaire Form - December 2018

[52] Likert Scale Definition - December 2018

[53] Websites used during the test [Scenario 1, Scenario 2, Scenario 3, Scenario 4]

[54] Interview transcription Tool - February 2019

[55] Axon L., Creese S., Goldsmith M., R. C. Nurse J. R.C., Reflecting on the Use of Sonification for Network Monitoring, SECURWARE 2016: The Tenth International Conference on Emerging Security Information, Systems and Technologies (2016)

[56] Muratovski G., Research for Designers. A guide to methods and practice, (capitolo 10), SAGE Publications Ltd, 2016

[57] Kobsa A., User Experiments with Tree Visualization Systems, Proceedings of InfoVis 2004, IEEE Symposium on Information Visualization, DOI: 10.1109/INFVIS.2004.70

[58] Basole R.C., Huhtamäki J., Still K., Russell M.G., Visual decision support for business ecosystem analysis, in Expert Systems with Applications, Volume 65, pp. 271-282 (2016)

[59] Baule, G., Caratti, E., Design è traduzione. Il paradigma traduttivo per la cultura del progetto, «Design e traduzione»: un manifesto, Franco Angeli Editore, Milano (2016)