• 9106 Citations
  • 42 h-Index
19972020

Research output per year

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Research Output

2020

Developing an online hate classifier for multiple social media platforms

Salminen, J., Hopf, M., Chowdhury, S. A., Jung, S. G., Almerekhi, H. & Jansen, B. J., Dec 1 2020, In : Human-centric Computing and Information Sciences. 10, 1, 1.

Research output: Contribution to journalArticle

Open Access

Topic-driven toxicity: Exploring the relationship between online toxicity and news topics

Salminen, J., Sengün, S., Corporan, J., Jung, S. G. & Jansen, B. J., Jan 1 2020, In : PloS one. 15, 2, e0228723.

Research output: Contribution to journalArticle

Open Access
2019

Analyzing hate speech toward players from the MENA in League of Legends

Şengün, S., Soongyo, J., Jansen, B. J., Salminen, J. & Mawhorter, P., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3312924. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Capturing the change in topical interests of personas over time

Jansen, B. J., Jung, S. G. & Salminen, J., Jan 1 2019, In : Proceedings of the Association for Information Science and Technology. 56, 1, p. 127-136 10 p.

Research output: Contribution to journalArticle

Classifying online corporate reputation with machine learning: a study in the banking domain

Rantanen, A., Salminen, J., Ginter, F. & Jansen, B. J., Jan 1 2019, (Accepted/In press) In : Internet Research.

Research output: Contribution to journalArticle

Open Access

Confusion and information triggered by photos in persona profiles

Salminen, J., Jung, S. G., An, J., Kwak, H., Nielsen, L. & Jansen, B. J., Sep 2019, In : International Journal of Human Computer Studies. 129, p. 1-14 14 p.

Research output: Contribution to journalArticle

5 Scopus citations

Confusion prediction from eye-tracking data: Experiments with machine learning

Salminen, J., Kwak, H., Jung, S. G., Nagpal, M., An, J. & Jansen, B. J., Mar 24 2019, Proceedings of the 9th International Conference on Information Systems and Technologies, ICIST 2019. Association for Computing Machinery, a5. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Creating manageable persona sets from large user populations

Jansen, B. J., Salminen, J. & Jung, S. G., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3313006. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Design issues in automatically generated persona profiles: A qualitative analysis from 38 think-aloud transcripts

Salminen, J., Şengün, S., Jung, S. G. & Jansen, B. J., Mar 8 2019, CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 225-229 5 p. (CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
3 Scopus citations

Detecting demographic bias in automatically generated personas

Salminen, J., Jansen, B. J. & Soongyo, J., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3313034. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Detecting toxicity triggers in online discussions

Almerekhi, H., Jansen, B. J., Kwak, H. & Salminen, J., Sep 12 2019, HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 291-292 2 p. (HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
1 Scopus citations

Does a Smile Matter if the Person Is Not Real? The Effect of a Smile and Stock Photos on Persona Perceptions

Salminen, J., Jung, S. G., Santos, J. M. & Jansen, B. J., Jan 1 2019, (Accepted/In press) In : International Journal of Human-Computer Interaction.

Research output: Contribution to journalArticle

Exploring the relationship between game content and culture-based toxicity

Sengün, S., Salminen, J., Mawhorter, P., Soon-Gyo, J. & Jansen, B. J., Sep 12 2019, HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media. Association for Computing Machinery, Inc, p. 87-95 9 p. (HT 2019 - Proceedings of the 30th ACM Conference on Hypertext and Social Media).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Keyword Optimization in Sponsored Search Advertising: A Multilevel Computational Framework

Yang, Y., Jansen, B. J., Yang, Y., Guo, X. & Zeng, D., Jan 1 2019, In : IEEE Intelligent Systems. 34, 1, p. 32-42 11 p., 8613840.

Research output: Contribution to journalArticle

4 Scopus citations

Machine learning approach to auto-tagging online content for content marketing efficiency: A comparative analysis between methods and content type

Salminen, J., Yoganathan, V., Corporan, J., Jansen, B. J. & Jung, S. G., Aug 2019, In : Journal of Business Research. 101, p. 203-217 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate

Waqas, A., Salminen, J., Jung, S. G., Almerekhi, H. & Jansen, B. J., Jan 1 2019, In : PloS one. 14, 9, e0222194.

Research output: Contribution to journalArticle

Open Access

Online hate ratings vary by extremes: A statistical analysis

Salminen, J., Almerekhi, H., Kamel, A. M., Jung, S. G. & Jansen, B. J., Mar 8 2019, CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 213-217 5 p. (CHIIR 2019 - Proceedings of the 2019 Conference on Human Information Interaction and Retrieval).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
3 Scopus citations

Personas changing over time: Analyzing variations of data-driven personas during a two-year period

Jung, S. G., Jansen, B. J. & Salminen, J., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3312955. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Persona Transparency: Analyzing the Impact of Explanations on Perceptions of Data-Driven Personas

Salminen, J., Santos, J. M., Jung, S. G., Eslami, M. & Jansen, B. J., Jan 1 2019, (Accepted/In press) In : International Journal of Human-Computer Interaction.

Research output: Contribution to journalArticle

Predicting Audience Engagement Across Social Media Platforms in the News Domain

Aldous, K. K., An, J. & Jansen, B. J., Jan 1 2019, Social Informatics - 11th International Conference, SocInfo 2019, Proceedings. Weber, I., Darwish, K. M., Wagner, C., Wagner, C., Flöck, F., Zagheni, E., Aref, S. & Nelson, L. (eds.). Springer, p. 173-187 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11864 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stylistic Features Usage: Similarities and Differences Using Multiple Social Networks

Aldous, K. K., An, J. & Jansen, B. J., Jan 1 2019, Social Informatics - 11th International Conference, SocInfo 2019, Proceedings. Weber, I., Darwish, K. M., Wagner, C., Wagner, C., Flöck, F., Zagheni, E., Aref, S. & Nelson, L. (eds.). Springer, p. 309-318 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11864 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The challenges of creating engaging content: Results from a focus group study of a popular news media organization

Aldous, K. K., Jansen, B. J. & An, J., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3312810. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The effect of smiling pictures on perceptions of personas

Salminen, J., Jung, S. G., Santos, J. M. & Jansen, B. J., Jun 6 2019, ACM UMAP 2019 Adjunct - Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 75-79 5 p. (ACM UMAP 2019 Adjunct - Adjunct Publication of the 27th Conference on User Modeling, Adaptation and Personalization).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The future of data-driven personas: A marriage of online analytics numbers and human attributes

Salminen, J., Jung, S. G. & Jansen, B. J., Jan 1 2019, ICEIS 2019 - Proceedings of the 21st International Conference on Enterprise Information Systems. Filipe, J., Brodsky, A., Hammoudi, S. & Smialek, M. (eds.). SciTePress, p. 596-603 8 p. (ICEIS 2019 - Proceedings of the 21st International Conference on Enterprise Information Systems; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Using machine learning to predict ranking of webpages in the gift industry: Factors for search-engine optimization

Salminen, J., Marttila, R., Jansen, B. J., Corporan, J. & Salenius, T., Mar 24 2019, Proceedings of the 9th International Conference on Information Systems and Technologies, ICIST 2019. Association for Computing Machinery, a6. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

View, like, comment, post: Analyzing user engagement by topic at 4 levels across 5 social media platforms for 53 news organizations

Aldous, K. K., An, J. & Jansen, B. J., Jan 1 2019, p. 47-57. 11 p.

Research output: Contribution to conferencePaper

1 Scopus citations
2018

Aggregate effects of advertising decisions: A complex systems look at search engine advertising via an experimental study

Yang, Y., Li, X., Zeng, D. & Jansen, B. J., Aug 6 2018, In : Internet Research. 28, 4, p. 1079-1102 24 p.

Research output: Contribution to journalArticle

3 Scopus citations

Analyzing advertising labels: Testing consumers’ recognition of paid content online

Johnson, J., Jansen, B. J., Hastak, M. & Raval, D., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, LBW517. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Analyzing Attitude of Second Screen Social Media Messages

Mukherjee, P. & Jansen, B. J., Nov 1 2018, In : IEEE Intelligent Systems. 33, 6, p. 27-35 9 p., 8574913.

Research output: Contribution to journalArticle

Anatomy of online hate: Developing a taxonomy and machine learning models for identifying and classifying hate in online news media

Salminen, J., Almerekhi, H., Milenković, M., Jung, S. G., An, J., Kwak, H. & Jansen, B. J., Jan 1 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 330-339 10 p. (12th International AAAI Conference on Web and Social Media, ICWSM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Scopus citations

Assessing the accuracy of four popular face recognition tools for inferring gender, age, and race

Jung, S. G., An, J., Kwak, H., Salminen, J. & Jansen, B. J., Jan 1 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 624-627 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Scopus citations

Automatically conceptualizing social media analytics data via personas

Jung, S. G., Salminen, J., An, J., Kwak, H. & Jansen, B. J., Jan 1 2018, 12th International AAAI Conference on Web and Social Media, ICWSM 2018. AAAI press, p. 715-716 2 p. (12th International AAAI Conference on Web and Social Media, ICWSM 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Automatic Persona Generation (APG): A rationale and demonstration

Jung, S. G., Salminen, J., Kwak, H., An, J. & Jansen, B. J., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, Vol. 2018-March. p. 321-324 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Combining behaviors and demographics to segment online audiences: Experiments with a youtube channel

Jansen, B. J., Jung, S. G., Salminen, J., An, J. & Kwak, H., Jan 1 2018, Internet Science - 5th International Conference, INSCI 2018, Proceedings. Bodrunova, S. S. (ed.). Springer Verlag, p. 141-153 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11193 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Customer segmentation using online platforms: isolating behavioral and demographic segments for persona creation via aggregated user data

An, J., Kwak, H., Jung, S. G., Salminen, J. & Jansen, B. J., Dec 1 2018, In : Social Network Analysis and Mining. 8, 1, 54.

Research output: Contribution to journalArticle

12 Scopus citations

Findings of a user study of automatically generated personas

Salminen, J., Jung, S. G., An, J., Kwak, H. & Jansen, B. J., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, LBW097. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Fixation and confusion – investigating eye-tracking participants’ exposure to information in personas

Salminen, J., Jung, S. G., Jansen, B. J., Nielsen, L., An, J. & Kwak, H., Feb 1 2018, CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval. Association for Computing Machinery, Inc, p. 110-119 10 p. (CHIIR 2018 - Proceedings of the 2018 Conference on Human Information Interaction and Retrieval; vol. 2018-March).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

From 2,772 segments to five personas: Summarizing a diverse online audience by generating culturally adapted personas

Salminen, J., Şengün, S., Kwak, H., Jansen, B., An, J., Jung, S. G., Vieweg, S. & Harrell, D. F., Jun 1 2018, In : First Monday. 23, 6, 1.

Research output: Contribution to journalArticle

7 Scopus citations

Imaginary people representing real numbers: Generating personas from online social media data

An, J., Kwak, H., Jung, S., Salminen, J., Admad, M. & Jansen, B. J., Nov 1 2018, In : ACM Transactions on the Web. 12, 4, 27.

Research output: Contribution to journalArticle

11 Scopus citations

Inter-Rater Agreement for Social Computing Studies

Salminen, J. O., Al-Merekhi, H. A., Dey, P. & Jansen, B. J., Nov 30 2018, 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018. Institute of Electrical and Electronics Engineers Inc., p. 80-87 8 p. 8554744. (2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

"Is more better?": Impact of multiple photos on perception of persona profiles

Salminen, J., An, J., Nielsen, L., Kwak, H., Jung, S. G. & Jansen, B. J., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Leveraging social analytics data for identifying customer segments for online news media

Jansen, B. J., Jung, S. G., Salminen, J., An, J. & Kwa, H., Mar 7 2018, Proceedings - 2017 IEEE/ACS 14th International Conference on Computer Systems and Applications, AICCSA 2017. IEEE Computer Society, p. 463-468 6 p. (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2017-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Meet the editors – successfully publishing in information science journals

Lewandowski, D., Mostafa, J., Dillon, A., Jansen, B. J., Ibekwe-SanJuan, F., Cox, A. M. & Chu, S. K., Jan 1 2018, In : Proceedings of the Association for Information Science and Technology. 55, 1, p. 708-711 4 p.

Research output: Contribution to journalArticle

Neural network hate deletion: Developing a machine learning model to eliminate hate from online comments

Salminen, J., Luotolahti, J., Almerekhi, H., Jansen, B. J. & Jung, S. G., Jan 1 2018, Internet Science - 5th International Conference, INSCI 2018, Proceedings. Bodrunova, S. S. (ed.). Springer Verlag, p. 25-39 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11193 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Scopus citations

Online Hate Interpretation Varies by Country, but More by Individual: A Statistical Analysis Using Crowdsourced Ratings

Salminen, J., Veronesi, F., Almerekhi, H., Jung, S. G. & Jansen, B. J., Nov 30 2018, 2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018. Institute of Electrical and Electronics Engineers Inc., p. 88-94 7 p. 8554954. (2018 5th International Conference on Social Networks Analysis, Management and Security, SNAMS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Scopus citations

Persona perception scale: Developing and validating an instrument for human-like representations of data

Salminen, J., Kwak, H., Santos, J. M., Jung, S. G., An, J. & Jansen, B. J., Apr 20 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery, LBW075. (Conference on Human Factors in Computing Systems - Proceedings; vol. 2018-April).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Scopus citations

Questioner or question: Predicting the response rate in social question and answering on Sina Weibo

Liu, Z. & Jansen, B. J., Mar 1 2018, In : Information Processing and Management. 54, 2, p. 159-174 16 p.

Research output: Contribution to journalArticle

13 Scopus citations

Reports of the workshops held at the 2018 international AAAI conference on web and social media

An, J., Chunara, R., Crandall, D. J., Frajberg, D., French, M., Jansen, B. J., Kulshrestha, J., Mejova, Y., Romero, D. M., Salminen, J., Sharma, A., Sheth, A., Tan, C., Taylor, S. H. & Wijeratne, S., Jan 1 2018, In : AI Magazine. 39, 4, p. 36-44 9 p.

Research output: Contribution to journalArticle

1 Scopus citations

With or without super platforms? Analyzing online publishers’ strategies in the game of traffic

Salminen, J., Maslennikov, D., Jansen, B. J. & Olkkonen, R., Jan 1 2018, Social Informatics - 10th International Conference, SocInfo 2018, Proceedings. Staab, S., Koltsova, O. & Ignatov, D. I. (eds.). Springer Verlag, p. 251-260 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11186 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution