Department of Interactive Media

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  • 2023

    An Online Control Approach of Collaborative Federated Learning with Constrained Resources

    Lin, S., Zhang, X., Li, Y., Joe-Wong, C., Duan, J. & Chen, X., Jun 2023, Proceedings of the 7th Asia-Pacific Workshop on Networking, APNET 2023. Association for Computing Machinery (ACM), p. 211-212 2 p. (Proceedings of the Asia-Pacific Workshop on Networking, APNET).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • EdgeC3: Online Management for Edge-Cloud Collaborative Continuous Learning

    Lin, S., Zhang, X., Li, Y., Joe-Wong, C., Duan, J. & Chen, X., 11 Sept 2023, 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2023. Madrid, Spain: IEEE, p. 411-419 9 p. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops; vol. 2023-September).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • Improving Fairness in Coexisting 5G and Wi-Fi Network on Unlicensed Band with URLLC

    Zou, H., Li, Y., Chu, X., Xu, C. & Wang, T., 21 Jun 2023, 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS). Orlando, FL, USA: IEEE, 10 p. (IEEE/ACM International Symposium on Quality of Service (IWQoS)).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • Robust Decentralized Online Learning against Malicious Data Generators and Dynamic Feedback Delays with Application to Traffic Classification

    Li, Y., Wen, D. & Xia, M., 11 Sept 2023, 2023 20th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2023. IEEE, p. 465-473 9 p. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops; vol. 2023-September).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • What do Airbnb Users Care about Before, during and after the COVID-19? An Analysis of Online Reviews

    Liu, Q. & Mengoni, P., 26 Oct 2023, Proceedings - 2023 22nd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2023. 1st ed. IEEE, p. 409-414 6 p. (Proceedings - 2023 22nd IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2023).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • 2022

    A Computational Measure for the Semantic Readability of Segmented Texts

    Santucci, V., Bartoccini, U., Mengoni, P. & Zanda, F., 23 Jul 2022, Computational Science and Its Applications – ICCSA 2022 Workshops: Malaga, Spain, July 4–7, 2022, Proceedings, Part I. Gervasi, O., Murgante, B., Misra, S., Rocha, A. M. A. C. & Garau, C. (eds.). 1st ed. Springer Cham, p. 107-119 13 p. (Lecture Notes in Computer Science; vol. 13377)(ICCSA: International Conference on Computational Science and Its Applications).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • An AI-based System to Assist Human Fact-Checkers for Labeling Cantonese Fake News on Social Media

    Lin, Z. H., Wang, Z., Zhao, M., Song, Y. & Lan, L., Dec 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). IEEE, p. 6766-6768 3 p. (Proceedings - IEEE International Conference on Big Data).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Empowering COVID-19 Fact-Checking with Extended Knowledge Graphs

    Mengoni, P. & Yang, J., 23 Jul 2022, Computational Science and Its Applications – ICCSA 2022 Workshops : Malaga, Spain, July 4–7, 2022, Proceedings, Part I. Gervasi, O., Murgante, B., Misra, S., Rocha, A. M. A. C. & Garau, C. (eds.). 1st ed. Springer Cham, p. 138-150 13 p. (Lecture Notes in Computer Science; vol. 13377)(ICCSA: International Conference on Computational Science and Its Applications).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • Modeling Access Environment and Behavior Sequence for Financial Identity Theft Detection in E-Commerce Services

    Ye, Q., Gao, Y., Zhang, Z., Chen, Y., Li, Y., Gao, M., Chen, S., Wang, X. & Chen, Y., 18 Jul 2022, 2022 International Joint Conference on Neural Networks (IJCNN) - Proceedings. IEEE, p. 1-8 8 p. (International Joint Conference on Neural Networks (IJCNN) - Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Reexamining the Echo Chamber Effect of COVID-19 Vaccine Videos on YouTube

    Zhou, T. & Mengoni, P., 17 Nov 2022, 2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). Zhao, J., Fan, Y., Bagheri, E., Fuhr, N. & Takasu, A. (eds.). IEEE, p. 415-422 8 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • Sentiment Analysis of Political Posts on Hong Kong Local Forums Using Fine-Tuned mBERT

    Li, G., Wang, Z., Zhao, M., Song, Y. & Lan, L., Dec 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). IEEE, p. 6763-6765 3 p. (Proceedings - IEEE International Conference on Big Data).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • 2021

    A Case Study of Clustering and Visualization With Clickstream Data Using UX2Vec

    Tsui, C. Y. & Mengoni, P., Dec 2021, WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology. Gao, X., Huang, G., Cao, J., Cao, J. & Deng, K. (eds.). Association for Computing Machinery (ACM), p. 192–196 5 p.

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
  • A Study of Cantonese Covid-19 Fake News Detection on Social Media

    Wang, Z., Zhao, M., Chen, Y., Song, Y. & Lan, L., Dec 2021, IEEE International Conference on Big Data 2021. Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). p. 6052-6054 3 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Frequency Bands Selection for Seizure Classification and Forecasting Using NLP, Random Forest and SVM Models

    Wang, Z. & Mengoni, P., 15 Sept 2021, Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings. Mahmud, M., Kaiser, M. S., Vassanelli, S., Dai, Q. & Zhong, N. (eds.). 1st ed. Springer Cham, p. 310-320 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12960).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    2 Citations (Scopus)
  • Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients

    Lei, Z. & Lan, L., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. AAAI press, p. 8316-8323 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 9)(AAAI-21/ IAAI-21/ EAAI-21 Proceedings).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
  • Robust Online Learning against Malicious Manipulation with Application to Network Flow Classification

    Li, Y., Liang, B. & Tizghadam, A., 10 May 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications. IEEE, p. 1-10 10 p. (Proceedings - IEEE INFOCOM; vol. 2021-May).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    5 Citations (Scopus)
  • 2020

    How information diffuse in a nomination network?

    Wang, M., Xu, K., Wang, X. & Mengoni, P., Dec 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H., Huang, G., Gao, X. & Deng, K. (eds.). IEEE, p. 778-783 6 p. (Proceedings - IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

  • How pandemic spread in news: Text analysis using topic model

    Wang, M. & Mengoni, P., Dec 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H., Huang, G., Gao, X. & Deng, K. (eds.). IEEE, p. 764-770 7 p. (Proceedings - IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    6 Citations (Scopus)
  • Spot gold price prediction using financial news sentiment analysis

    Junjie, Z. & Mengoni, P., Dec 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H., Huang, G., Gao, X. & Deng, K. (eds.). IEEE, p. 758-763 6 p. (Proceedings - IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • 2019

    Impact of Time Granularity on Histories Binary Correlation Analysis

    Mengoni, P., Milani, A. & Li, Y., 29 Jun 2019, Computational Science and Its Applications – ICCSA 2019: 19th International Conference, Saint Petersburg, Russia, July 1–4, 2019, Proceedings, Part II. Misra, S., Gervasi, O., Murgante, B., Stankova, E., Korkhov, V., Torre, C., Rocha, A. M. A. C., Taniar, D., Apduhan, B. O. & Tarantino, E. (eds.). Springer Cham, p. 323-335 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11620 LNCS).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    Open Access
  • 2018

    Clustering students interactions in eLearning systems for group elicitation

    Mengoni, P., Milani, A. & Li, Y., 4 Jul 2018, 18th International Conference on Computational Science and Its Applications (ICCSA 2018). Rocha, A. M., Taniar, D., Stankova, E., Torre, C. M., Ryu, Y., Tarantino, E., Gervasi, O., Murgante, B., Misra, S. & Apduhan, B. O. (eds.). Springer Verlag, p. 398-413 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10962 LNCS).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    10 Citations (Scopus)
  • Community graph elicitation from students’ interactions in virtual learning environments

    Mengoni, P., Milani, A. & Li, Y., 4 Jul 2018, 18th International Conference on Computational Science and Its Applications (ICCSA 2018). Gervasi, O., Murgante, B., Misra, S., Stankova, E., Torre, C. M., Rocha, A. M. A. C., Taniar, D., Apduhan, B. O., Tarantino, E. & Ryu, Y. (eds.). Springer Verlag, p. 414-425 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10962 LNCS).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    7 Citations (Scopus)
  • Context-Based Image Semantic Similarity for Prosthetic Knowledge

    Chan, S. W., Franzoni, V., Mengoni, P. & Milani, A., Sept 2018, Proceedings - 2018 1st IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2018. IEEE, p. 254-258 5 p. (Proceedings - IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    6 Citations (Scopus)
  • Dimensional morphing interface for dynamic learning evaluation

    Franzoni, V., Mengoni, P. & Milani, A., Jul 2018, 2018 22nd International Conference Information Visualisation: Biomedical Visualization, Visualisation on Built and Rural Environments and Geometric Modelling and Imaging, IV 2018. Pires, J. M., Datia, N. M. S., Polese, G., Temperini, M., Sciarrone, F., Risi, M., Venturini, G., Di Mascio, T., Zaccagnino, R., Deufemia, V., Malandrino, D., Diaz, P., Anta, A. F., Banissi, E., Wyeld, T. G., Sarfraz, M., Bouali, F., Bannatyne, M. W. M., Papadopoulo, F., Erra, U., Rossano, V., Ursyn, A., Cuzzocrea, A. & Francese, R. (eds.). IEEE, p. 332-337 6 p. (Proceedings of International Conference Information Visualisation (IV)).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    5 Citations (Scopus)
  • Emotion Recognition from Human Behaviors Using Attention Model

    Deng, J. J., Leung, C. H. C., Mengoni, P. & Li, Y., Sept 2018, Proceedings - 2018 1st IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2018. IEEE, p. 249-253 5 p. (Proceedings - IEEE International Conference on Artificial Intelligence and Knowledge Engineering).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    16 Citations (Scopus)
  • Multi-Term Semantic Context Elicitation from Collaborative Networks

    Mengoni, P., Milani, A. & Li, Y., Sept 2018, Proceedings - 2018 1st IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2018. IEEE, p. 234-238 5 p. (Proceedings - IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    3 Citations (Scopus)
  • 2017

    A path-based model for emotion abstraction on facebook using sentiment analysis and taxonomy knowledge

    Franzoni, V., Li, Y. & Mengoni, P., 23 Aug 2017, WI '17: Proceedings of the International Conference on Web Intelligence. Association for Computing Machinery (ACM), p. 947-952 6 p. (Proceedings - IEEE/WIC/ACM International Conference on Web Intelligence).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    25 Citations (Scopus)
  • Clustering facebook for biased context extraction

    Franzoni, V., Li, Y., Mengoni, P. & Milani, A., 6 Jul 2017, 17th International Conference on Computational Science and Its Applications (ICCSA 2017). Murgante, B., Apduhan, B. O., Borruso, G., Stankova, E., Gervasi, O., Misra, S., Taniar, D., Rocha, A. M. A. C., Cuzzocrea, A. & Torre, C. M. (eds.). Springer Verlag, p. 717-729 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10404).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    15 Citations (Scopus)
  • What can physicians learn from social forums: Insights from an on-line self help and support group

    Chow, S. M., Kumar, A., Ouyang, A., Zhong, B., Lee, J. & Inverso, N., Oct 2017, 2017 IEEE 7th International Conference on Computational Advances in Bio and Medical Sciences, ICCABS 2017. IEEE, 6 p. (IEEE International Conference on Computational Advances in Bio and Medical Sciences, ICCABS; vol. 2017-October).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    1 Citation (Scopus)
  • 2015

    Set similarity measures for images based on collective knowledge

    Franzoni, V., Leung, C. H. C., Li, Y., Mengoni, P. & Milani, A., 2015, Computational Science and Its Applications - ICCSA 2015 - 15th International Conference, Proceedings. Misra, S., Apduhan, B. O., Murgante, B., Gavrilova, M. L., Taniar, D., Gervasi, O., Misra, S., Torre, C. & Rocha, A. M. A. C. (eds.). Springer Verlag, p. 408-417 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9155).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    32 Citations (Scopus)
  • 2014

    Heuristics for semantic path search in Wikipedia

    Franzoni, V., Mencacci, M., Mengoni, P. & Milani, A., 2014, Computational Science and Its Applications, ICCSA 2014: 14th International Conference, Guimarães, Portugal, June 30 – July 3, 2014, Proceedings, Part VI. Murgante, B., Misra, S., Rocha, A. M. A. C., Torre, C., Rocha, J. G., Falcão, M. I., Taniar, D., Apduhan, B. O. & Gervasi, O. (eds.). Springer Verlag, p. 327-340 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8584).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    23 Citations (Scopus)
  • Semantic heuristic search in collaborative networks: Measures and contexts

    Franzoni, V., Mencacci, M., MENGONI, P. & Milani, A., 16 Oct 2014, Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014. Slezak, D., Nguyen, H. S., Reformat, M. & Santos, E. (eds.). IEEE, p. 141-148 8 p. (Proceedings - 2014 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Workshops, WI-IAT 2014; vol. 1).

    Research output: Chapter in book/report/conference proceedingConference proceedingpeer-review

    22 Citations (Scopus)