title: ÐÐ°ÑÐµÐ³Ð¾ÑÐ¸Ð¸ Â«Ð½Ð°Ð±Ð»ÑÐ´Ð°ÐµÐ¼Ð¾ÑÑÑÂ» Ð¸ Â«ÑÐ¿ÑÐ°Ð²Ð»ÑÐµÐ¼Ð¾ÑÑÑÂ» Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð²
title: Categories of âobservabilityâ and âmanageabilityâ of innovative processes
Creators: name: ÐÑÐ°ÑÐ¾Ð²ÑÐºÐ¸Ð¹, ÐÐ¼Ð¸ÑÑÐ¸Ð¹
name: Ð¢ÑÐºÐºÐµÐ»Ñ, ÐÐ¾ÑÐ¸Ñ
name: "Ð¡Ð¸ÑÑÐµÐ¼Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð· Ð² Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ð¸ Ð¸ ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ð¸", Ð¼ÐµÐ¶Ð´ÑÐ½Ð°ÑÐ¾Ð´Ð½Ð°Ñ Ð½Ð°ÑÑÐ½Ð¾-Ð¿ÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ°Ñ ÐºÐ¾Ð½ÑÐµÑÐµÐ½ÑÐ¸Ñ (26; 2022; Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³)
Publisher: name: ÐÐÐÐÐ¢ÐÐ¥-ÐÐ ÐÐ¡Ð¡
Year: 2023
Subjects: Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¸
Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½ÑÐ¹ Ð¿ÑÐ¾ÑÐµÑÑ
Ð¼Ð¾Ð´ÐµÐ»Ñ Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð³Ð¾ Ð¿ÑÐ¾ÑÐµÑÑÐ°
ÑÐ¸ÑÑÐ¾Ð²Ð°Ñ ÑÐºÐ¾Ð½Ð¾Ð¼Ð¸ÐºÐ°
Ð±Ð¾Ð»ÑÑÐ¸Ðµ Ð´Ð°Ð½Ð½ÑÐµ
Ð½Ð°Ð±Ð»ÑÐ´Ð°ÐµÐ¼Ð¾ÑÑÑ
ÑÐ¿ÑÐ°Ð²Ð»ÑÐµÐ¼Ð¾ÑÑÑ
innovation
innovation process
innovation process model
digital economy
big data
observability
controllability

description: Ð¥Ð°ÑÐ°ÐºÑÐµÑÐ½Ð¾Ð¹ Ð¾ÑÐ¾Ð±ÐµÐ½Ð½Ð¾ÑÑÑÑ Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð² ÑÐ²Ð»ÑÐµÑÑÑ Ð²ÑÑÐ¾ÐºÐ°Ñ ÑÑÐµÐ¿ÐµÐ½Ñ Ð½ÐµÐ¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð½Ð¾ÑÑÐ¸, ÑÐ²ÑÐ·Ð°Ð½Ð½Ð°Ñ Ñ Ð¼Ð½Ð¾Ð³Ð¾Ð²Ð°ÑÐ¸Ð°Ð½ÑÐ½Ð¾ÑÑÑÑ Ð¿ÑÐ¾ÐµÐºÑÐ½ÑÑ ÑÐµÑÐµÐ½Ð¸Ð¹, Ð¼Ð½Ð¾Ð³Ð¾Ð¼ÐµÑÐ½Ð¾ÑÑÑÑ, Ð½ÐµÐ¾Ð´Ð½Ð¾ÑÐ¾Ð´Ð½Ð¾ÑÑÑÑ ÑÑÐµÐ´Ñ, Ð² ÐºÐ¾ÑÐ¾ÑÐ¾Ð¹ Ð¾Ð½Ð¸ Ð¿ÑÐ¾ÑÐµÐºÐ°ÑÑ, Ð¸ ÑÑÐ´Ð¾Ð¼ Ð´ÑÑÐ³Ð¸Ñ ÑÐ°ÐºÑÐ¾ÑÐ¾Ð². Ð ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²Ð¸Ð¸ Ñ ÑÑÐ¸Ð¼ Ð²Ð¾Ð·Ð½Ð¸ÐºÐ°ÐµÑ Ð½ÐµÐ¾Ð±ÑÐ¾Ð´Ð¸Ð¼Ð¾ÑÑÑ Ð² Ð²ÑÐ´ÐµÐ»ÐµÐ½Ð¸Ð¸ Ð¿ÑÐ¾Ð±Ð»ÐµÐ¼Ð½ÑÑ Ð¾Ð±Ð»Ð°ÑÑÐµÐ¹, Ð² ÑÐ¾Ð¼ ÑÐ¸ÑÐ»Ðµ, ÑÐ²ÑÐ·Ð°Ð½Ð½ÑÑ Ñ Ð½Ð°Ð±Ð»ÑÐ´Ð°ÐµÐ¼Ð¾ÑÑÑÑ Ð¸ ÑÐ¿ÑÐ°Ð²Ð»ÑÐµÐ¼Ð¾ÑÑÑÑ Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð². ÐÐ»Ñ Ð¿Ð¾Ð²ÑÑÐµÐ½Ð¸Ñ ÑÑÐµÐ¿ÐµÐ½Ð¸ Ð½Ð°Ð±Ð»ÑÐ´Ð°ÐµÐ¼Ð¾ÑÑÐ¸ Ð¸ ÑÐ¿ÑÐ°Ð²Ð»ÑÐµÐ¼Ð¾ÑÑÐ¸ Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð¿ÑÐ¾ÑÐµÑÑÐ¾Ð² Ð¿ÑÐµÐ´Ð»Ð°Ð³Ð°ÐµÑÑÑ Ð¸Ñ Ð´ÐµÐºÐ¾Ð¼Ð¿Ð¾Ð·Ð¸ÑÐ¾Ð²Ð°ÑÑ Ð´Ð¾ Ð¿Ð¾Ð»ÑÑÐµÐ½Ð¸Ñ Ð¾Ð´Ð½Ð¾ÑÐ¾Ð´Ð½ÑÑ ÑÐ°Ð·, ÐºÐ¾ÑÐ¾ÑÑÐµ Ð² ÑÐ²Ð¾Ñ Ð¾ÑÐµÑÐµÐ´Ñ Ð¿ÑÐµÐ´ÑÑÐ°Ð²Ð»ÑÑÑ ÑÐ¾Ð±Ð¾Ð¹ ÑÐ¸Ð¿Ð¾Ð²ÑÐµ Ð¼Ð¸ÐºÑÐ¾Ð¿ÑÐ¾ÐµÐºÑÑ. ÐÑÐ¸ ÑÑÐ¾Ð¼ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ðµ Ð¸ Ð¸Ð·Ð¼ÐµÑÐµÐ½Ð¸Ðµ Ð½ÐµÐ¾Ð±ÑÐ¾Ð´Ð¸Ð¼ÑÑ Ð´Ð»Ñ ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¿Ð°ÑÐ°Ð¼ÐµÑÑÐ¾Ð², Ð° ÑÐ°ÐºÐ¶Ðµ Ð´Ð»Ñ ÑÐ¾ÑÐ¼Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ ÑÐ¿ÑÐ°Ð²Ð»ÑÑÑÐ¸Ñ Ð²Ð¾Ð·Ð´ÐµÐ¹ÑÑÐ²Ð¸Ð¹ Ð½Ð° Ð¸Ð½Ð½Ð¾Ð²Ð°ÑÐ¸Ð¾Ð½Ð½ÑÐ¹ Ð¿ÑÐ¾ÑÐµÑÑ ÑÐ°ÑÑÐ¼Ð°ÑÑÐ¸Ð²Ð°ÐµÑÑÑ Ð²Ð¾Ð·Ð¼Ð¾Ð¶Ð½Ð¾ÑÑÑ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸Ñ Ð°Ð¿Ð¿Ð°ÑÐ°ÑÐ° Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²ÐµÐ½Ð½ÑÑ ÑÑÐ½ÐºÑÐ¸Ð¹.
description: A characteristic feature of innovation processes is a high degree of uncertainty associated with multivariate design solutions, multidimensionality, heterogeneity of the environment in which they occur, and a number of other factors. Consequently, there is a need to identify problem areas, including those related 70 to observability and controllability of innovation processes. In order to improve the observability and manageability of innovative processes, it is proposed to decompose them to obtain homogeneous phases, which in turn represent typical micro-projects. At the same time, the definition and measurement of parameters necessary for management, as well as for the formation of control actions on the innovation process is considered using the apparatus of production functions.