R/grounding.R

In bnRep: A Repository of Bayesian Networks from the Academic Literature

#' grounding Bayesian Network
#'
#' A framework for quantitative analysis of the causation of grounding accidents in arctic shipping.
#'
#' @usage NULL
#'
#' @format
#' A discrete Bayesian network to for quantitative analysis of the causation of grounding accidents in Arctic shipping. Probabilities were given within the referenced paper (some information appeared incorrect). The vertices are:
#' \describe{
#'   \item{BW}{Bad Weather (No,Yes);}
#'   \item{DAM}{Damage (No,Yes);}
#'   \item{DE}{Dependent equipment (No,Yes);}
#'   \item{GRO}{Grounding (No,Yes);}
#'   \item{ICC}{Insufficient communication and collaboration (No,Yes);}
#'   \item{IER}{Imperfect emergency (No,Yes);}
#'   \item{ILC}{Improper labeling of the chart (No,Yes);}
#'   \item{INE}{Inefficient use of navigation equipment (No,Yes);}
#'   \item{IO}{Improper operation (No,Yes);}
#'   \item{IPS}{Insufficient preparation for sailing (No,Yes);}
#'   \item{IRP}{Improper route planning (No,Yes);}
#'   \item{IRR}{Irregularities (No,Yes);}
#'   \item{IS}{Insufficient supervision (No,Yes);}
#'   \item{ISL}{Inconsistent standardization and language (No,Yes);}
#'   \item{ISS}{Insufficient supervision system, rules and regulations (No,Yes);}
#'   \item{IWP}{Insufficient work plan (No,Yes);}
#'   \item{LID}{Limited information dissemination channels (No,Yes);}
#'   \item{LNE}{Lack of navigation equipment (No,Yes);}
#'   \item{LSM}{Lack of safety management system (No,Yes);}
#'   \item{LT}{Lack of training (No,Yes);}
#'   \item{MIJ}{Misjudgment (No,Yes);}
#'   \item{OD}{Outdated data (No,Yes);}
#'   \item{PC}{Poor communication at high latitudes (No,Yes);}
#'   \item{PEC}{Poor external communication (No,Yes);}
#'   \item{PF}{Psychological factors (No,Yes);}
#'   \item{PFC}{Poor traffic conditions (No,Yes);}
#'   \item{PSA}{Poor situational awareness (No,Yes);}
#'   \item{PSM}{Poor safety management (No,Yes);}
#'   \item{PSQ}{Poor service quality (No,Yes);}
#'   \item{SMS}{Ship SMS conflict (No,Yes);}
#'   \item{UCD}{Unupdated chart data (No,Yes);}
#'   \item{UDL}{Unclear division of labour (No,Yes);}
#'   \item{UPA}{Unreasonable planning and arrangement (No,Yes);}
#'   \item{UR}{Underestimate the risk (No,Yes);}
#'   \item{US}{Unsafe speed (No,Yes);}
#'   \item{WD}{Wrong decision (No,Yes);}
#' }
#'
#' @return An object of class \code{bn.fit}. Refer to the documentation of \code{bnlearn} for details.
#' @keywords NULL
#' @importClassesFrom bnlearn bn.fit
#' @references Fu, S., Yu, Y., Chen, J., Xi, Y., & Zhang, M. (2022). A framework for quantitative analysis of the causation of grounding accidents in arctic shipping. Reliability Engineering & System Safety, 226, 108706.
"grounding"