| 321 | -- | 323 | Jo Bates, Paul D. Clough, Robert Jäschke, Jahna Otterbacher, Kris Unsworth. Guest editorial |
| 325 | -- | 342 | Claude Draude, Goda Klumbyte, Phillip Lücking, Pat Treusch. Situated algorithms: a sociotechnical systemic approach to bias |
| 343 | -- | 363 | Jose Marichal, Richard Neve. Antagonistic bias: developing a typology of agonistic talk on Twitter using gun control networks |
| 365 | -- | 381 | Malte Bonart, Anastasiia Samokhina, Gernot Heisenberg, Philipp Schaer. An investigation of biases in web search engine query suggestions |
| 383 | -- | 395 | Lynette Yarger, Fay Cobb Payton, Bikalpa Neupane. Algorithmic equity in the hiring of underrepresented IT job candidates |
| 397 | -- | 398 | Daniela Godoy, Jason J. Jung, Silvia N. Schiaffino. Guest editorial |
| 399 | -- | 416 | Yoke Yie Chen, Nirmalie Wiratunga, Robert Lothian. Integrating selection-based aspect sentiment and preference knowledge for social recommender systems |
| 417 | -- | 431 | Xue Yang. Influence of informational factors on purchase intention in social recommender systems |
| 433 | -- | 454 | Corinne Amel Zayani, Leila Ghorbel, Ikram Amous, Manel Mezghani, André Péninou, Florence Sèdes. Profile reliability to improve recommendation in social-learning context |
| 455 | -- | 476 | Jingshuai Zhang, Yuanxin Ouyang, Weizhu Xie, Wenge Rong, Zhang Xiong. Context-aware restricted Boltzmann machine meets collaborative filtering |
| 477 | -- | 481 | Frank Hopfgartner, Hideo Joho, Cathal Gurrin. Guest editorial |
| 483 | -- | 502 | Isha Ghosh, Vivek K. Singh. Phones, privacy, and predictions: A study of phone logged data to predict privacy attitudes of individuals |
| 503 | -- | 519 | Zablon Pingo, Bhuva Narayan. "My smartwatch told me to see a sleep doctor": a study of activity tracker use |
| 521 | -- | 541 | Ahreum Lee, Hokyoung Ryu. Comparison of the change in interpretative stances of lifelog photos versus manually captured photos over time |