publications_ljleppan.bib

@inproceedings{pollak2021embeddia,
  title={EMBEDDIA tools, datasets and challenges: Resources and hackathon contributions},
  author={Pollak, Senja and Robnik-{\v{S}}ikonja, Marko and Purver, Matthew and Boggia, Michele and Shekhar, Ravi and Pranji{\'c}, Marko and Salmela, Salla and Krustok, Ivar and Paju, Tarmo and Linden, Carl-Gustav and others},
  booktitle={Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation},
  pages={99--109},
  year={2021}
}


@inproceedings{ramo2021using,
  title={Using contextual and cross-lingual word embeddings to improve variety in template-based NLG for automated journalism},
  author={R{\"a}m{\"o}, Miia and Lepp{\"a}nen, Leo},
  booktitle={Proceedings of the EACL Hackashop on News Media Content Analysis and Automated Report Generation},
  pages={62--70},
  year={2021}
}


@incollection{pihlajarinne2021european,
  title={European copyright system as a suitable incentive for AI-based journalism?},
  author={Pihlajarinne, Taina and Thesleff, Alexander Wilhelm and Lepp{\"a}nen, Leo and Valmari, Sini Maria},
  booktitle={Artificial Intelligence and the Media},
  year={2021},
  publisher={Edward Elgar}
}


@article{haapanen2020recycling,
  title={Recycling a genre for news automation: The production of Valtteri the Election Bot},
  author={Haapanen, Lauri and Lepp{\"a}nen, Leo},
  journal={AILA Review},
  volume={33},
  number={1},
  pages={67--85},
  year={2020},
  publisher={John Benjamins}
}


@article{leppanen2020automated,
  title={Automated Journalism as a Source of and a Diagnostic Device for Bias in Reporting},
  author={Lepp{\"a}nen, Leo and Tuulonen, Hanna and Sir{\'e}n-Heikel, Stefanie and others},
  journal={Media and Communication},
  year={2020}
}


@inproceedings{pivovarova2020personal,
  title={Personal Research Assistant for Online Exploration of Historical News},
  author={Pivovarova, Lidia and Jean-Caurant, Axel and Avikainen, Jari and Alnajjar, Khalid and Granroth-Wilding, Mark and Lepp{\"a}nen, Leo and Zosa, Elaine and Toivonen, Hannu},
  booktitle={European Conference on Information Retrieval},
  pages={481--485},
  year={2020},
  organization={Springer}
}


@article{maihaniemi2019towards,
  title={Towards AI-Driven Society. A Legal Perspective},
  author={M{\"a}ih{\"a}niemi, Beata and HIRVONEN, HANNE and P{\"O}YSTI, TUOMAS and Schafer, Burkhard and Reiling, Dory and Lepp{\"a}nen, Leo and Nayak, Anuradha and Lassila, Laura T},
  journal={How Will AI Shape the Future of Law?},
  pages={195},
  year={2019}
}


@article{siren2019unboxing,
  title={Unboxing news automation: Exploring imagined affordances of automation in news journalism},
  author={Sir{\'e}n-Heikel, Stefanie and Lepp{\"a}nen, Leo and Lind{\'e}n, Carl-Gustav and B{\"a}ck, Asta and others},
  journal={Nordic Journal of Media Studies},
  year={2019}
}


@inproceedings{alnajjar2019no,
  title={No time like the present: methods for generating colourful and factual multilingual news headlines},
  author={Alnajjar, Khalid and Lepp{\"a}nen, Leo and Toivonen, Hannu and others},
  booktitle={Proceedings of the 10th International Conference on Computational Creativity},
  year={2019},
  organization={Association for Computational Creativity}
}


@article{linden2019news,
  title={News Automation: The rewards, risks and realities of ‘machine journalism’},
  author={Lind{\'e}n, Carl-Gustav and Tuulonen, Hanna and B{\"a}ck, Asta and Diakopoulos, Nicholas and Granroth-Wilding, Mark and Haapanen, Lauri and Lepp{\"a}nen, Leo and Melin, Magnus and Moring, Tom and Munezero, Myriam and others},
  year={2019},
  publisher={WAN-IFRA}
}


@inproceedings{alhalaseh2018towards,
  title={Towards Data-Driven Generation of Visualizations for Automatically Generated News Articles},
  author={Alhalaseh, Rola and Munezero, Myriam and Leinonen, Miika and Lepp{\"a}nen, Leo and Avikainen, Jari and Toivonen, Hannu},
  booktitle={Proceedings of the 22nd international academic Mindtrek conference},
  pages={100--109},
  year={2018}
}


@article{melin2018no,
  title={No landslide for the human journalist-An empirical study of computer-generated election news in Finland},
  author={Melin, Magnus and B{\"a}ck, Asta and S{\"o}derg{\aa}rd, Caj and Munezero, Myriam D and Lepp{\"a}nen, Leo J and Toivonen, Hannu},
  journal={IEEE Access},
  volume={6},
  pages={43356--43367},
  year={2018},
  publisher={IEEE}
}


@inproceedings{leppanen2017datadriven,
 title = {Data-Driven News Generation for Automated Journalism},
 author = {Lepp\"{a}nen, Leo and Munezero, Myriam and Sirén-Heikel, Stefanie and Granroth-Wilding, Mark and Toivonen, Hannu},
 booktitle = {Proceedings of the 10th International Conference on Natural Language Generation (INLG)},
 pages={188--197},
 year = {2017},
 publisher={ACL},
}

@inproceedings{niemela2017computational,
 author = {Niemel\"{a}, Pia and Partanen, Tiina and Harsu, Maarit and Lepp\"{a}nen, Leo and Ihantola, Petri},
 title = {Computational Thinking as an Emergent Learning Trajectory of Mathematics},
 booktitle = {Proceedings of the 17th Koli Calling International Conference on Computing Education Research},
 series = {Koli Calling '17},
 year = {2017},
 location = {Koli, Finland},
 publisher = {ACM},
 address = {New York, NY, USA},
} 

@inproceedings{leppanen2017predicting,
 author = {Lepp\"{a}nen, Leo and Leinonen, Juho and Ihantola, Petri and Hellas, Arto},
 title = {Predicting Academic Success Based on Learning Material Usage},
 booktitle = {Proceedings of the 18th Annual Conference on Information Technology Education},
 series = {SIGITE '17},
 year = {2017},
 isbn = {978-1-4503-5100-3},
 location = {Rochester, New York, USA},
 pages = {13--18},
 numpages = {6},
 url = {http://doi.acm.org/10.1145/3125659.3125695},
 doi = {10.1145/3125659.3125695},
 acmid = {3125695},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {academic success prediction, educational data mining, element-level web logs, online learning materials, web log mining},
} 

@inproceedings{leppanen2017finding,
 author= {Lepp\"{a}nen, Leo and Munezero, Myriam and Sir{\'e}n-Heikel, Stefanie and Granroth-Wilding, Mark and Toivonen, Hannu}, 
 title= {Finding and Expressing News from Structured Data}, 
 booktitle= {Proceedings of the 21st International Academic Mindtrek Conference}, 
 series= {AcademicMindtrek '17}, 
 year= {2017}, 
 isbn= {978-1-4503-5426-4}, 
 location= {Tampere, Finland}, 
 pages= {174--183}, 
 numpages= {10}, 
 url= {http://doi.acm.org/10.1145/3131085.3131112}, 
 doi= {10.1145/3131085.3131112}, 
 acmid= {3131112}, 
 publisher= {ACM}, 
 address= {New York, NY, USA}, 
 keywords= {automated journalism, natural language generation, news values, newsworthiness determination}
 }

@MastersThesis{leppanen2017thesis,
    author={Leo Leppänen},
    title={Using element-level website usage data to improve online learning materials and predict learning outcomes},
    school={University of Helsinki},
    address={Helsinki, Finland},
    year={2017},
}

@inproceedings{Nurminen2017,
author="Nurminen, Mikko
and Lepp{\"a}nen, Leo
and V{\"a}{\"a}t{\"a}j{\"a}, Heli
and Ihantola, Petri",
title="Search of the Emotional Design Effect in Programming Revised",
booktitle="Data Driven Approaches in Digital Education: 12th European Conference on Technology Enhanced Learning, EC-TEL 2017, Tallinn, Estonia, September 12--15, 2017, Proceedings",
year="2017",
publisher="Springer International Publishing",
address="Cham",
pages="434--440",
isbn="978-3-319-66610-5",
doi="10.1007/978-3-319-66610-5_39",
url="https://doi.org/10.1007/978-3-319-66610-5_39"
}


@inproceedings{leinonen2017comparison,
 author = {Leinonen, Juho and Lepp\"{a}nen, Leo and Ihantola, Petri and Hellas, Arto},
 title = {Comparison of Time Metrics in Programming},
 booktitle = {Proceedings of the 2017 ACM Conference on International Computing Education Research},
 series = {ICER '17},
 year = {2017},
 isbn = {978-1-4503-4968-0},
 location = {Tacoma, Washington, USA},
 pages = {200--208},
 numpages = {9},
 url = {http://doi.acm.org/10.1145/3105726.3106181},
 doi = {10.1145/3105726.3106181},
 acmid = {3106181},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {academic success prediction, educational data mining, multi-source data analysis, time metrics, time on task},
} 

@inproceedings{leppanen2017using,
 author = {Lepp\"{a}nen, Leo and Leinonen, Juho and Ihantola, Petri and Hellas, Arto},
 title = {Using and Collecting Fine-grained Usage Data to Improve Online Learning Materials},
 booktitle = {Proceedings of the 39th International Conference on Software Engineering: Software Engineering and Education Track},
 series = {ICSE-SEET '17},
 year = {2017},
 isbn = {978-1-5386-2671-9},
 location = {Buenos Aires, Argentina},
 pages = {4--12},
 numpages = {9},
 url = {https://doi.org/10.1109/ICSE-SEET.2017.12},
 doi = {10.1109/ICSE-SEET.2017.12},
 acmid = {3103032},
 publisher = {IEEE Press},
 address = {Piscataway, NJ, USA},
 keywords = {course material usage, e-learning, heat map, learning material evaluation, student behavior, visualization},
} 

@inproceedings{leppanen2016pauses,
 author = {Lepp\"{a}nen, Leo and Leinonen, Juho and Hellas, Arto},
 title = {Pauses and Spacing in Learning to Program},
 booktitle = {Proceedings of the 16th Koli Calling International Conference on Computing Education Research},
 series = {Koli Calling '16},
 year = {2016},
 isbn = {978-1-4503-4770-9},
 location = {Koli, Finland},
 pages = {41--50},
 numpages = {10},
 url = {http://doi.acm.org/10.1145/2999541.2999549},
 doi = {10.1145/2999541.2999549},
 acmid = {2999549},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {educational data mining, pausing, self-regulation, source code snapshots, spacing},
} 

@inproceedings{leppanen2016illusion,
 author = {Lepp\"{a}nen, Leo and Vapaakallio, Lassi and Vihavainen, Arto},
 title = {Illusion of Progress is Moar Addictive Than Cat Pictures},
 booktitle = {Proceedings of the Third (2016) ACM Conference on Learning @ Scale},
 series = {L@S '16},
 year = {2016},
 isbn = {978-1-4503-3726-7},
 location = {Edinburgh, Scotland, UK},
 pages = {133--136},
 numpages = {4},
 url = {http://doi.acm.org/10.1145/2876034.2893388},
 doi = {10.1145/2876034.2893388},
 acmid = {2893388},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {gamification, motivation, multiple choice questions, pictures of cats, progress bar, student engagement, visual feedback, visual rewards},
}

@inproceedings{leppanen2016short,
  title={Short pauses while studying considered harmful},
  author={Lepp{\"a}nen, Leo and Leinonen, Juho and Vihavainen, Arto},
  booktitle={EDULEARN16 Proceedings},
  publisher={IATED},
  doi={10.21125/edulearn.2016.1376},
  year={2016}
}