Find Similar Phrases#

>>> from techminer2.search import find_similar_phrases
>>> 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),
... )
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SIMILARITY: 1.0
AR: Arner D.W., 2017, NORTHWEST J INTL LAW BUS, V37, P373
TI: FINTECH, REGTECH, and the RECONCEPTUALIZATION of FINANCIAL_REGULATION

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.

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SIMILARITY: 0.252
AR: Hu Z., 2019, SYMMETRY, V11
TI: ADOPTION_INTENTION of FINTECH_SERVICES for BANK_USERS: an EMPIRICAL_EXAMINATION with an extended TECHNOLOGY_ACCEPTANCE_MODEL

along with the DEVELOPMENT of FINTECH, many SCHOLARS have studied how
INFORMATION_TECHNOLOGY is applied to FINANCIAL_SERVICES with a FOCUS on
extended METHODS for APPLICATION.

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SIMILARITY: 0.252
AR: Jagtiani J., 2018, J ECON BUS, V100, P1
TI: FINTECH: the IMPACT on CONSUMERS and REGULATORY_RESPONSES

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.