Find Similar PhrasesΒΆ

>>> from techminer2.search import find_similar_phrases
>>> documents = find_similar_phrases(
...     text=(
...         "whilst the PRINCIPAL_REGULATORY_OBJECTIVES (e.g., FINANCIAL_STABILITY, "
...         "PRUDENTIAL_SAFETY and soundness, CONSUMER_PROTECTION and MARKET_INTEGRITY, "
...         "and MARKET_COMPETITION and DEVELOPMENT) remain, their means of application "
...         "are increasingly inadequate."
...     ),
...     top_n=3,
...     #
...     # DATABASE PARAMS:
...     root_dir="example/",
...     database="main",
...     year_filter=(None, None),
...     cited_by_filter=(None, None),
... )
>>> for i in range(3):
...     print(documents[i])
100.0%
AR Arner D.W., 2017, NORTHWEST J INTL LAW BUS, V37, P373
TI FinTech, regTech, and the reconceptualization of financial regulation
AB whilst the PRINCIPAL_REGULATORY_OBJECTIVES ( e.g., FINANCIAL_STABILITY ,
   PRUDENTIAL_SAFETY and soundness , CONSUMER_PROTECTION and MARKET_INTEGRITY ,
   and MARKET_COMPETITION and DEVELOPMENT ) remain , their means of application
   are increasingly inadequate .

37.8%
AR Jagtiani J., 2018, J ECON BUS, V100, P1
TI Fintech: The Impact on Consumers and Regulatory Responses
AB regulators around the globe are working diligently and thoughtfully to provide
   CONSUMER_PROTECTION and to maintain FINANCIAL_STABILITY while at the same
   time to create an ENVIRONMENT for SAFE_FINTECH_INNOVATIONS .

37.8%
AR Saksonova S., 2017, EUR RES STUD, V20, P961
TI Fintech as financial innovation - The possibilities and problems of implementation
AB this PAPER_AIMS to evaluate FINTECH_LEVEL of DEVELOPMENT in latvia compared to
   EUROPE .