Develop a classifier (dataset) to link reports related to the same/similar study #40
Description
- Create test dataset
- Draft classifier (separate match-conditions-extended-study.py)
- Check to which degree we can reuse the
prep,sim, andblockprocedures - Integrate in literature-reviews-in-information-systems
Cases:
@inproceedings{BantanShawosh2021,
colrev_status = {rev_synthesized},
colrev.dblp.dblp_key = {https://dblp.org/rec/conf/amcis/BantanS21},
author = {Bantan, May and Shawosh, Mazen},
booktitle = {Americas Conference on Information Systems},
title = {Chief Privacy Officers - A Literature Review},
year = {2021},
url = {https://aisel.aisnet.org/amcis2021/adv_info_systems_general_track/adv_info_systems_general_track/20},
curation_id = {https://github.com/CoLRev-curations/americas-conference-on-information-systems#BantanShawosh2021},
language = {eng},
}
@article{BantanShawosh2024,
colrev_status = {rev_synthesized},
doi = {10.17705/1CAIS.05429},
colrev.dblp.dblp_key = {https://dblp.org/rec/journals/cais/BantanS24},
author = {Bantan, May and Shawosh, Mazen},
journal = {Communications of the Association for Information Systems},
title = {Chief Privacy Officer: A Systematic Literature Review and Future Research Directions},
year = {2024},
volume = {54},
pages = {792--814},
url = {https://aisel.aisnet.org/cais/vol54/iss1/13},
abstract = {As the digital landscape continues to evolve, the role of Chief Privacy Officers (CPOs) has emerged as an important component in improving organizations' information privacy management and practices. Hence, a synthesis of CPO extant studies is critical for both academics and practitioners to understand the CPO's tasks and responsibilities and how such a role leads to positive privacy-related organizational outcomes. This paper addresses a gap in the organizational information privacy literature by presenting a comprehensive and systematic literature review of the CPO role from 2000 to 2020. With the increasing recognition of CPOs' pivotal roles in enhancing information privacy practices across diverse sectors, this review aims to synthesize recent articles, identify research themes, pinpoint knowledge gaps, and propose avenues for future research. The study's contribution lies in providing a comprehensive literature review at the intersection of two main IS research streams: information privacy and IS leadership. We find limited research on information privacy that examines the CPO's role within relevant journals and conferences. The central theme that emerges from the literature is about identifying the CPO managerial roles, responsibilities, and background. We conclude by calling for more empirical research for a better understanding of the role and its impact.},
cited_by = {0},
dblp_key = {https://dblp.org/rec/journals/cais/BantanS24},
language = {eng},
}
@inproceedings{CramProudfootDArcy2017,
colrev_status = {rev_synthesized},
colrev_pdf_id = {cpid2:fffffffffffffffffffffffffffffffff000000ffff81ffff87c3e1ffdfc7fffff1fc18ff001800ff001800ff001800ff001800ff001800ff001800ff001800ff001800ff001800fffff800ff0ff802ff1cb800ff001800ff001800ff001800ff001800ff001800ff001800ff001800fffffffeffffffffff03c7fffffffffff},
file = {data/pdfs/2017/in/behavioral_is_security/CramProudfootDArcy2017.pdf},
doi = {10.24251/HICSS.2017.489},
colrev.dblp.dblp_key = {https://dblp.org/rec/conf/hicss/CramPD17},
author = {Cram, W. Alec and Proudfoot, Jeffrey and D'Arcy, John},
booktitle = {Hawaii International Conference on System Sciences},
title = {Seeing the forest and the trees: A meta-analysis of information security policy compliance literature},
year = {2017},
url = {http://hdl.handle.net/10125/41649},
language = {eng},
}
@article{CramDArcyProudfoot2019,
colrev_status = {rev_synthesized},
colrev_pdf_id = {cpid2:fffffffffcffffffe007ffffc0020003e0f20007ffffffffe0000007f800001fffe007fffffc3ffffff00ffffffc3ffffff00ffffff81fffffe007fff800001ff800001ff800001ff800001ff800001ff80001fff83b7dffffffffffe200ffffe0008007e7ff8007ffff8187e07fc1ffe31fc40fffffffffffffffffffffffff},
file = {data/pdfs/43_2/CramDArcyProudfoot2019.pdf},
doi = {10.25300/MISQ/2019/15117},
colrev.dblp.dblp_key = {https://dblp.org/rec/journals/misq/CramDP19},
author = {Cram, W. Alec and D'Arcy, John and Proudfoot, Jeffrey G.},
journal = {MIS Quarterly},
title = {Seeing the Forest and the Trees - A Meta-Analysis of the Antecedents to Information Security Policy Compliance},
year = {2019},
volume = {43},
number = {2},
pages = {525--554},
url = {https://misq.org/seeing-the-forest-and-the-trees-a-meta-analysis-of-the-antecedents-to-information-security-policy-compliance.html},
cited_by = {252},
language = {eng},
lr_type_pare_et_al = {meta-analysis},
}
@inproceedings{LeeHirschmeierMullerEtAl2017,
colrev_status = {rev_synthesized},
doi = {10.24251/HICSS.2017.033},
colrev.dblp.dblp_key = {https://dblp.org/rec/conf/hicss/LeeHML17},
author = {Lee, No-San and Hirschmeier, Stefan and Müller, Sven and Luz, Lars Jürgen},
booktitle = {Hawaii International Conference on System Sciences},
title = {Enablers in Crisis Information Management: A Literature Review},
year = {2017},
url = {http://hdl.handle.net/10125/41182},
cited_by = {8},
curation_id = {https://github.com/CoLRev-curations/hawaii-international-conference-on-system-sciences#LeeHirschmeierMullerEtAl2017},
language = {eng},
}
@article{LeeJiangHyunEtAl2022,
colrev_status = {rev_synthesized},
colrev_pdf_id = {cpid2:fffffffffffffffffffffffffffffffffffffffff000003ff3ffffcff1ffffcff3fffffff000001fe000000ff006081fe0007fffe000007ff000007ff0001fffe000007ff000007ffffffffffffffffffffffffffffffffff67ffffff0001ffff03fffffe000000ff00000fff24a003fe000001fffffffffffffffffffffffff},
file = {data/pdfs/50/LeeJiangHyunEtAl2022.pdf},
doi = {10.17705/1CAIS.05038},
author = {Lee, One-Ki Daniel and Jiang, Shan and Hyun, Youyung and Jeong, Hyein},
journal = {Communications of the Association for Information Systems},
title = {The Role of Information Technologies in Crises: A Review and Conceptual Development of IT-Enabled Agile Crisis Management},
year = {2022},
volume = {50},
pages = {857--890},
url = {https://aisel.aisnet.org/cais/vol50/iss1/32},
cited_by = {4},
language = {eng},
}
@inproceedings{LeeScheepersLuiEtAl2021,
colrev_status = {rev_synthesized},
colrev.dblp.dblp_key = {https://dblp.org/rec/conf/pacis/LeeSLN21},
author = {Lee, Maggie C. M. and Scheepers, Helana and Lui, Ariel K. H. and Ngai, Eric W. T.},
booktitle = {Pacific Asia Conference on Information Systems},
title = {Implementation of Artificial Intelligence in Organisations - A Systematic Literature Review},
year = {2021},
url = {https://aisel.aisnet.org/pacis2021/215},
curation_id = {https://github.com/CoLRev-curations/pacific-asia-conference-on-information-systems#LeeScheepersLuiEtAl2021},
language = {eng},
}
@article{LeeCMScheepersLuiEtAl2023,
colrev_status = {rev_synthesized},
doi = {10.1016/J.IM.2023.103816},
author = {Lee, Maggie C.M. and Scheepers, Helana and Lui, Ariel K.H. and Ngai, Eric W.T.},
journal = {Information & Management},
title = {The implementation of artificial intelligence in organizations: A systematic literature review},
year = {2023},
volume = {60},
number = {5},
pages = {103816},
cited_by = {100},
language = {eng},
}
@inproceedings{MamonovPeterson2020,
colrev_status = {rev_synthesized},
doi = {10.24251/HICSS.2020.580},
colrev.dblp.dblp_key = {https://dblp.org/rec/conf/hicss/MamonovP20},
author = {Mamonov, Stanislav and Peterson, Richard},
booktitle = {Hawaii International Conference on System Sciences},
title = {The Role of IT in Innovation at the Organizational Level – A Literature Review},
year = {2020},
url = {http://hdl.handle.net/10125/64322},
cited_by = {1},
curation_id = {https://github.com/CoLRev-curations/hawaii-international-conference-on-system-sciences#MamonovPeterson2020},
language = {eng},
}
@article{MamonovPeterson2021,
colrev_status = {rev_synthesized},
doi = {10.1016/J.JSIS.2021.101696},
colrev.dblp.dblp_key = {https://dblp.org/rec/journals/jsis/MamonovP21},
author = {Mamonov, Stanislav and Peterson, Richard},
journal = {The Journal of Strategic Information Systems},
title = {The role of IT in organizational innovation - A systematic literature review},
year = {2021},
volume = {30},
number = {4},
pages = {101696},
url = {https://www.sciencedirect.com/science/article/pii/S0963868721000433},
cited_by = {28},
curation_id = {https://github.com/CoLRev-curations/the-journal-of-strategic-information-systems#MamonovPeterson2021},
language = {eng},
}
@inproceedings{WagnerPrester2019,
colrev_status = {rev_synthesized},
colrev_pdf_id = {cpid2:fffffffffffffffffffffffffc00003ff800003fffe007fffffffffffe0ff07ff001e07fffffe07ffffe7ffffc00003ffc00003ffc00003ffc00003ffc00003ffc0001fffc8dfffff0fffffff000000ff000000ff000000ff000000ff000001ff000000ff000000ff000000ff000000ff000000fffffffffffffffffffffffff},
file = {data/pdfs/2019/future_of_work/WagnerPrester2019.pdf},
colrev.dblp.dblp_key = {https://dblp.org/rec/conf/icis/WagnerP19},
author = {Wagner, Gerit and Prester, Julian},
booktitle = {International Conference on Information Systems},
title = {Information Systems Research on Digital Platforms for Knowledge Work - A Scoping Review},
year = {2019},
url = {https://aisel.aisnet.org/icis2019/future_of_work/future_work/2},
language = {eng},
}
@article{WagnerPresterPare2021b,
colrev_status = {rev_synthesized},
doi = {10.1016/J.JSIS.2021.101694},
author = {Wagner, Gerit and Prester, Julian and Paré, Guy},
journal = {The Journal of Strategic Information Systems},
title = {Exploring the boundaries and processes of digital platforms for knowledge work: A review of information systems research},
year = {2021},
volume = {30},
number = {4},
pages = {101694},
cited_by = {39},
language = {eng},
}
@inproceedings{WangSchlagweinSeymour2023,
colrev_status = {rev_synthesized},
file = {data/pdfs/2023/WangSchlagweinSeymour2023.pdf},
colrev.dblp.dblp_key = {https://dblp.org/rec/conf/pacis/WangSS23},
author = {Wang, Shaoxin and Schlagwein, Daniel and Seymour, Michael},
booktitle = {Pacific Asia Conference on Information Systems},
title = {Socio-Technical Phenomena Involving Blockchains: Review, Critique and Agenda},
year = {2023},
url = {https://aisel.aisnet.org/pacis2023/9},
language = {eng},
}
@article{wang2025socio,
colrev_status = {rev_synthesized},
doi = {10.1016/J.JSIS.2025.101901},
author = {Wang, Shaoxin and Schlagwein, Daniel and Seymour, Mike},
journal = {The Journal of Strategic Information Systems},
title = {Socio-technical phenomena involving blockchain use: Literature review, conceptual framework, and research agenda},
year = {2025},
volume = {34},
number = {2},
pages = {101901},
cited_by = {6},
}