@article{CTT100884517,
  author = {Minoru Nakayama and Filippo Sciarrone and Marco Temperini and Masaki Uto},
  title = {An Item Response Theory Approach to Enhance Peer Assessment Effectiveness in Massive Open Online Course},
  journal = {Int. J. Distance Education Technologies},
  year = 2022,
}

@inproceedings{CTT100884520,
  author = {Megumi Kawase and MINORU NAKAYAMA},
  title = {Estimating emotional intensity in time series using speech sound features},
  booktitle = {HCG2022},
  year = 2022,
}

@inproceedings{CTT100884519,
  author = {Megumi Kawase and MINORU NAKAYAMA},
  title = {音声の印象評定を用いた感情強度推定モデル性能の検討},
  booktitle = {国立情報学研究所 情報学研究データリポジトリ(IDR)ユーザフォーラム},
  year = 2022,
}

@inproceedings{CTT100884522,
  author = {Mateusz Dubiel and Minoru Nakayama and Xin Wang},
  title = {Modelling cognitive load with ocular responses during a noisy synthetic speech recall task},
  booktitle = {HCG2022},
  year = 2022,
}

@inproceedings{CTT100884521,
  author = {高梨凛 and MINORU NAKAYAMA},
  title = {Effect of sampling frequency on detection of eye movement features},
  booktitle = {HCG2022},
  year = 2022,
}

@inproceedings{CTT100904702,
  author = {MINORU NAKAYAMA and Masaki Uto and Satoru Kikuchi and Hiroh Yamamoto},
  title = {Estimation possibility for scores of essay and critical thinking disposition using the report texts},
  booktitle = {電子情報通信学会技術研究報告},
  year = 2022,
}

@inproceedings{CTT100884518,
  author = {Minoru Nakayama and Satoru Kikuchi and Masaki Uto and Hiroh Yamamoto},
  title = {Evaluation of Essays and Comments for Developing Critical Thinking Ability during a University Course},
  booktitle = {Proc. of Psychology Learning Technology (PLT2022)},
  year = 2022,
}

@inproceedings{CTT100884516,
  author = {Minoru Nakayama and Filippo Sciarrone and Marco Temperini and Masaki Uto},
  title = {Evaluation of Programming Skills via Peer Assessment and IRT Estimation Techniques},
  booktitle = {Proceedings of ITHET/IEETel workshop},
  year = 2022,
}

@inproceedings{CTT100883393,
  author = {MINORU NAKAYAMA and 宇都雅輝 and Marco Temperini and Filippo Sciarrone},
  title = {Learner’s performance and characteristics of program code skills with IRT based peer assessment analysis},
  booktitle = {IEICE Technical Report},
  year = 2022,
}

@inproceedings{CTT100883394,
  author = {MINORU NAKAYAMA and Wioletta Nowak and Tomasz Krecicki},
  title = {Pupillary reaction analysis using Light Reflex Waveform features},
  booktitle = {IEICE Technical Report},
  year = 2022,
}

@inproceedings{CTT100883395,
  author = {Minoru Nakayama and Satoru Kikuchi and Hiroh Yamamoto},
  title = {Development of Critical Thinking Disposition Using an Online Discussion Board During a Fully Online Course},
  booktitle = {Proc. of 21st ECEL2022},
  year = 2022,
}

@inproceedings{CTT100883391,
  author = {Minoru Nakayama and Wioletta Nowak and Anna Zarowska},
  title = {Detecting Symptoms of Dementia in Elderly Persons using Features of Pupil Light Reflex},
  booktitle = {Proc. of the 17th Conference on Computer Science and Intelligent Systems},
  year = 2022,
}

@inproceedings{CTT100883390,
  author = {MINORU NAKAYAMA and 菊池聡 and Hiroh Yamamoto},
  title = {Student’s characteristics for development of critical thinking disposition using online discussion and it’s learning environment},
  booktitle = {The 86th Annual Convention of the Japanese Psychological Association},
  year = 2022,
}

@inproceedings{CTT100883392,
  author = {Minoru NAKAYAMA and Wioletta Nowak and Anna Zarowska},
  title = {Detecting Symptoms of dementia based on features of pupil light reflex on both eyes},
  booktitle = {IEICE Technical Report},
  year = 2022,
}

@inproceedings{CTT100883389,
  author = {Minoru Nakayama and Satoru Kikuchi and Hiroh Yamamoto},
  title = {Phrase Features in Essay Report Sentences for Developing Critical Thinking Ability in a Fully Online Course},
  booktitle = {Proc. of iV2022},
  year = 2022,
}

@inproceedings{CTT100883388,
  author = {Megumi Kawase and Minoru Nakayama},
  title = {Regression estimation model for emotion and intensity of speech using perception rating},
  booktitle = {Proc. of iV2022},
  year = 2022,
}

@inproceedings{CTT100883387,
  author = {Taiki Kodomaru and Minoru Nakayama},
  title = {Effects of Image Features and Task Complexity on Eye Movement while searching Metro Map routes},
  booktitle = {Proc. of iV2022},
  year = 2022,
}

@inproceedings{CTT100883386,
  author = {Minoru Nakayama and Qian (Chayn) Sun and Jianhong (Cecilia) Xia},
  title = {Estimation of Older Driver’s Cognitive Performance and Workload using Features of Eye movement and Pupil Response on Test Routes},
  booktitle = {Proc. of iV2022},
  year = 2022,
}

@inproceedings{CTT100883385,
  author = {Minoru Nakayama},
  title = {Predicting individual sentiment for emotion-evoking pictures using metrics of oculo-motors},
  booktitle = {Proc. of iV2022},
  year = 2022,
}

@inproceedings{CTT100883384,
  author = {Tomomi Okano and Minoru Nakayama},
  title = {Research on Time Series Evaluation of Cognitive Load Factors using Features of Eye Movement},
  booktitle = {Proc. of ETRA2022, COGAIN},
  year = 2022,
}

@inproceedings{CTT100883382,
  author = {MINORU NAKAYAMA and Qian Sun (chayn) and Jianhong Xia (Cecilia)},
  title = {Cognitive performance and workload prediction for older adults using eye information in car driving},
  booktitle = {IEICE Technical Report},
  year = 2022,
}

@inproceedings{CTT100883383,
  author = {Tomomi Okano and MINORU NAKAYAMA},
  title = {Temporal Change of cognitive workload using features of eye movement},
  booktitle = {IEICE Technical Report},
  year = 2022,
}

@inproceedings{CTT100883365,
  author = {MINORU NAKAYAMA and 菊池聡 and Hiroh Yamamoto},
  title = {A lexical feature of essay reports responding to scores of critical thinking dsiposition},
  booktitle = {IEICE Technical Report},
  year = 2022,
}

@inproceedings{CTT100883364,
  author = {Minoru NAKAYAMA and Wioletta Nowak and Anna Zarowska},
  title = {Observation for symptom of dementia based on features of Pupil light reflex and participant’s age},
  booktitle = {IEICE Technical Report},
  year = 2022,
}

@inproceedings{CTT100883363,
  author = {Megumi Kawase and Minoru Nakayama},
  title = {Estimation of speech emotion and its intensity model using impression ratings},
  booktitle = {IEICE Technical Report},
  year = 2022,
}