Fetching the paper…
Reading the bibliography…
Decisions such as which movie to watch next, which song to listen to, or which product to buy online, are increasingly influenced by recommender systems and user models that incorporate information on users' past behaviours, preferences, and digitally created content.
The use of personal documents in psychological science.
Allport, G. W. (1942) · 1942
Earlier work this paper cites.
The language of paranoia
Oxman, T. E., Rosenberg, S. D., & Tucker, G. J. (1982) · 1982
Earlier work this paper cites.
The mental status examination
Martin, D. C. (1990) · 1990
Earlier work this paper cites.
Are impulse-control disorders related to bipolar disorder?
McElroy, S. L., Pope Jr, H. G., Keck Jr, P. E., Hudson, J. I., Phillips, K. A., & Strakowski, S. M. (1996) · 1996
Earlier work this paper cites.
Study of compulsive buying in depressed patients
Lejoyeux, M., Tassain, V., Solomon, J., & Ades, J. (1997) · 1997
Earlier work this paper cites.
Shopping as a coping behavior for stress
Hama, Y. (2001) · 2001
Earlier work this paper cites.
Impulse control disorders and depression
Lejoyeux, M., Arbaretaz, M., McLOUGHLIN, M., & Adès, J. (2002) · 2002
Earlier work this paper cites.
An intuitive proof of the data processing inequality
Beaudry, N. J., & Renner, R. (2012) · 2012
Earlier work this paper cites.
Private traits and attributes are predictable from digital records of human behavior.
Kosinski, M., Stillwell, D., & Graepel, T. (2013) · 2013
Earlier work this paper cites.
Distributed representations of words and phrases and their compositionality
Mikolov, T., Sutskever, I., Chen, K., Corrado, G., & Dean, J. (2013) · 2013
Earlier work this paper cites.
Response styles in survey research: A literature review of antecedents, consequences, and remedies
Vaerenbergh, Y. V., & Thomas, T. D. (2013) · 2013
Earlier work this paper cites.
Quantifying mental health signals in twitter
Coppersmith, G., Dredze, M., & Harman, C. (2014) · 2014
Earlier work this paper cites.
Experimental evidence of massive-scale emotional contagion through social networks
Kramer, A. D. I., Guillory, J. E., & Hancock, J. T. (2014) · 2014
Earlier work this paper cites.
Towards assessing changes in degree of depression through Facebook
Schwartz, H. A., Eichstaedt, J., Kern, M. L., Park, G., Sap, M., Stillwell, D., Kosinski, M., & Ungar, L. (2014) · 2014
Earlier work this paper cites.
A decade into facebook: where is psychiatry in the digital age?
Inkster, B., Stillwell, D., Kosinski, M., & Jones, P. (2016) · 2016
Earlier work this paper cites.
You are what apps you use: Demographic prediction based on user‘s apps
Malmi, E., & Weber, I. (2016) · 2016
Earlier work this paper cites.
"why should i trust you?": Explaining the predictions of any classifier
Ribeiro, M. T., Singh, S., & Guestrin, C. (2016) · 2016
Earlier work this paper cites.
The relationship between mobile phone location sensor data and depressive symptom severity
Saeb, S., Lattie, E. G., Schueller, S. M., Kording, K. P., & Mohr, D. C. (2016) · 2016
Earlier work this paper cites.
Predicting individual well-being through the language of social media
Schwartz, H. A., Sap, M., Kern, M. L., Eichstaedt, J. C., Kapelner, A., Agrawal, M., Blanco, E., Dziurzynski, L., Park, G. J., Stillwell, D., Kosinski, M., Seligman, M. E. P., & Ungar, L. H. (2016) · 2016
Earlier work this paper cites.
Estimating individual employment status using mobile phone network data
Sundsøy, P., Bjelland, J., Reme, B., Jahani, E., Wetter, E., & Bengtsson, L. (2016) · 2016
Earlier work this paper cites.
Report: Facebook helped advertisers target teens who feel “worthless”.
ArsTechnica (2017) · 2017
Earlier work this paper cites.
Building a safer community with new suicide prevention tools.
Callison-Burch, V., Guadagno, J., & Antigone, D. (2017) · 2017
Earlier work this paper cites.
Digital phenotyping: Technology for a new science of behavior
Insel, T. R. (2017) · 2017
Earlier work this paper cites.
A unified approach to interpreting model predictions
Lundberg, S. M., & Lee, S.-I. (2017) · 2017
Earlier work this paper cites.
Researching mental health disorders in the era of social media: systematic review
Wongkoblap, A., Vadillo, M. A., & Curcin, V. (2017) · 2017
Earlier work this paper cites.
Depression and self-harm risk assessment in online forums
Yates, A., Cohan, A., & Goharian, N. (2017) · 2017
Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networks
Zhu, J.-Y., Park, T., Isola, P., & Efros, A. A. (2017) · 2017
Cited alongside, same era.
Predicting the big 5 personality traits from digital footprints on social media: A meta-analysis
Azucar, D., Marengo, D., & Settanni, M. (2018) · 2018
Cited alongside, same era.
Bellamy, R. K. E., Dey, K., Hind, M., Hoffman, S. C., Houde, S., Kannan, K., Lohia, P., Martino, J., Mehta, S., Mojsilovic, A., Nagar, S., Ramamurthy, K. N., Richards, J. T., Saha, D., Sattigeri, P., Singh, M., Varshney, K. R., & Zhang, Y. (2018) · 2018
Cited alongside, same era.
Facebook language predicts depression in medical records
Eichstaedt, J. C., Smith, R. J., Merchant, R. M., Ungar, L. H., Crutchley, P., Preoţiuc-Pietro, D., Asch, D. A., & Schwartz, H. A. (2018) · 2018
Predicting personality from patterns of behavior collected with smartphones
Stachl, C., Au, Q., Schoedel, R., Gosling, S. D., Harari, G. M., Buschek, D., Völkel, S. T., Schuwerk, T., Oldemeier, M., Ullmann, T., Hussmann, H., Bischl, B., & Bühner, M. (2020) · 2020
Later among the works it cites.
Machine learning in mental health: A systematic review of the hci literature to support the development of effective and implementable ml systems
Thieme, A., Belgrave, D., & Doherty, G. (2020) · 2020
Later among the works it cites.
Synthetic data in machine learning for medicine and healthcare
Chen, R. J., Lu, M. Y., Chen, T. Y., Williamson, D. F., & Mahmood, F. (2021) · 2021
Later among the works it cites.
Predicting depression via social media
De Choudhury, M., Gamon, M., Counts, S., & Horvitz, E. (2021) · 2021
Later among the works it cites.
Predicting compulsive buying from pathological personality traits, stressors, and purchasing behavior
Harnish, R. J., Roche, M. J., & Bridges, K. R. (2021) · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Deep learning for depression detection of Twitter users
Husseini Orabi, A., Buddhitha, P., Husseini Orabi, M., & Inkpen, D. (2018) · 2018
Cited alongside, same era.
Interpretability beyond feature attribution: Quantitative testing with concept activation vectors (tcav).
Kim, B., Wattenberg, M., Gilmer, J., Cai, C. J., Wexler, J., Viegas, F., & Sayres, R. A. (2018) · 2018
Cited alongside, same era.
English oxford living dictionaries
Oxford University Press (2018) · 2018
Cited alongside, same era.
Upf’s participation at the clef erisk 2018: Early risk prediction on the internet
Ramíırez-Cifuentes, D., & Freire, A. (2018) · 2018
Cited alongside, same era.
Fairness and Machine Learning
Barocas, S., Hardt, M., & Narayanan, A. (2019) · 2019
Cited alongside, same era.
Methodological Gaps in Predicting Mental Health States from Social Media: Triangulating Diagnostic Signals
Ernala, S. K., Birnbaum, M. L., Candan, K. A., Rizvi, A. F., Sterling, W. A., Kane, J. M., & De Choudhury, M. (2019) · 2019
Cited alongside, same era.
App usage predicts cognitive ability in older adults
Gordon, M. L., Garys, L., Guestrin, C., Bigham, J. P., Trister, A., & Patel, K. (2019) · 2019
Cited alongside, same era.
Boosting people’s ability to detect microtargeted advertising
Lorenz-Spreen, P., Geers, M., Pachur, T., Hertwig, R., Lewandowsky, S., & Herzog, S. M. (2021) · 2021
Later among the works it cites.
What makes a dark pattern… dark? design attributes, normative considerations, and measurement methods
Mathur, A., Kshirsagar, M., & Mayer, J. (2021) · 2021
Later among the works it cites.
Depression predictions from gps-based mobility do not generalize well to large demographically heterogeneous samples
Müller, S. R., Chen, X. L., Peters, H., Chaintreau, A., & Matz, S. C. (2021) · 2021
Later among the works it cites.
Targeting and privacy in mobile advertising
Rafieian, O., & Yoganarasimhan, H. (2021) · 2021
Later among the works it cites.
Digital voodoo dolls
Slavkovik, M., Stachl, C., Pitman, C., & Askonas, J. (2021) · 2021
Later among the works it cites.
Computational personality assessment
Stachl, C., Boyd, R. L., Horstmann, K. T., Khambatta, P., Matz, S. C., & Harari, G. M. (2021) · 2021
Later among the works it cites.
Deepfake electrocardiograms using generative adversarial networks are the beginning of the end for privacy issues in medicine
Thambawita, V., Isaksen, J. L., Hicks, S. A., Ghouse, J., Ahlberg, G., Linneberg, A., Grarup, N., Ellervik, C., Olesen, M. S., Hansen, T., Graff, C., Holstein-Rathlou, N.-H., Strümke, I., Hammer, H. L., Maleckar, M. M., Halvorsen, P., Riegler, M. A., & Kanters, J. K. (2021) · 2021
Later among the works it cites.
Proposal for a regulation of the european parliament and of the council laying down harmonised rules on artificial intelligence (artificial intelligence act) and amending certain union legislative acts.
The European Parliament and the Council of the European Union (2021) · 2021
Later among the works it cites.
Wall Street Journal (2021)
2021
Later among the works it cites.
Do algorithms reveal sexual orientation or just expose our stereotypes?
Agüera y Arcas, B., Todorov, A., & Mitchell, M. (2022) · 2022
Later among the works it cites.
Major depressive disorder
American Psychiatric Association (2022) · 2022
Later among the works it cites.
Eu rules on online targeted advertising.
Cooper, D., de Meneses, A. O., & Valat, D. (2022) · 2022
Later among the works it cites.
Advertisements on digital platforms: How transparent and observable are they?
Hawker, K., Carah, N., Angus, D., Brownbill, A., Ying, X., Dobson, A., & Robards, B. (2022) · 2022
Later among the works it cites.
Age and gender in language, emoji, and emoticon usage in instant messages
Koch, T., Romero, P., & Stachl, C. (2022) · 2022
Later among the works it cites.
The relationship between text message sentiment and self-reported depression
Liu, T., Meyerhoff, J., Eichstaedt, J. C., Karr, C. J., Kaiser, S. M., Kording, K. P., Mohr, D. C., & Ungar, L. H. (2022) · 2022
Later among the works it cites.
Acquisition of chess knowledge in alphazero
McGrath, T., Kapishnikov, A., Tomašev, N., Pearce, A., Wattenberg, M., Hassabis, D., Kim, B., Paquet, U., & Kramnik, V. (2022) · 2022
Later among the works it cites.
Predicting subjective well-being in a high-risk sample of russian mental health app users
Panicheva, P., Mararitsa, L., Sorokin, S., Koltsova, O., & Rosso, P. (2022) · 2022
Later among the works it cites.
Best practices in supervised machine learning: A tutorial for psychologists.
Pargent, F., Schoedel, R., & Stachl, C. (2022) · 2022
Later among the works it cites.
Quantifying the persuasive returns to political microtargeting.
Tappin, B. M., Wittenberg, C., Hewitt, L., berinsky, a., & Rand, D. G. (2022) · 2022
Later among the works it cites.