Dynamic sequence-based adjustment of prompt generation

A method of dynamic sequence-based tuning of prompt generation, comprising:

• establishing, by a data processing system comprising one or more processors and memory, a data exchange session between a client device remote from the data processing system and an interface of the data processing system;
• detecting, by the data processing system via the data exchange session, a first interaction between the client device remote and the interface of the data processing system;
• detecting, by the data processing system via the data exchange session, a second interaction between the client device and the interface of the data processing system;
• identifying, by the data processing system, a first sequence based on the first interaction and the second interaction;
• mapping, by the data processing system, the first sequence to a node data structure comprising a plurality of nodes;
• identifying, by the data processing system, a node of the plurality of nodes in the node data structure that matches the first sequence, the node having an attribute comprising a keyword tuple;
• identifying, by the data processing system responsive to a match between the first sequence and the node in the node data structure, a plurality of digital component objects matching the keyword tuple corresponding to the attribute of the node;
• determining, by the data processing system, that a first digital component object of the plurality of digital component objects includes an adjustment parameter;
• applying, by the data processing system responsive to a match between the keyword tuple of the first digital component object and the attribute of the node in the node data structure, the adjustment parameter to the first digital component object to provide an adjusted parameter for the first digital component object;
• executing, by the data processing system, a real-time digital component selection process among the plurality of digital component objects, the real-time digital component selection process comprising the adjusted parameter generated for the first digital component object to result in selection of the first digital component object;
• generating, by the data processing system responsive to the selection of the first digital component object based on the adjusted parameter applied responsive to the match between the keyword tuple of the first digital component object and the attribute of the node in the node data structure, a prompt comprising the first digital component object;
• and
• transmitting, by the data processing system, the prompt to the client device to cause the client device to present the prompt and initiate a third interaction via the data exchange session.