Sentiment analysis of 10-K reports using term frequency comparative approach: a preliminary study

Monetary 10K reviews consist of helpful info with regard to visitors to aid choice within expense. Because of the wealthy content material associated with 10K informa-tion, this is a really tiresome job to undergo the 10K are accountable to discover required de-tails with regard to evaluation plus investment decision. The objective of this particular re-search would be to create a way regarding examining the particular emotions inside 10-K re-views, via assessment associated with phrase rate of recurrence (TF). Within Phase one exe-cution, the primary function includes carrying out the test utilizing the current strategy associ-ated with evaluating a listing of emotion conditions contrary to the conditions included inside the 10-K statement, also called typically the “Bag associated with Words” technique. The 2nd phase regarding execution is to create phrase eq from the group of 2 10-K reviews, to ensure that TF evaluation can be carried out upon both of these studies. Period one implies that there can be misunderstandings in case belief ratings were to become examined in encounter worth. It is because the particular ratings failed to reveal a definite partnership around the overall per-formance from the companies analysed. Level two pointed out that this comparison strategy allows typically the décrit from the are accountable to realize 12 months about 12 months modifications much better, since the TF variations in many cases are a sign involving modifica-tions inside business instructions or even functional choices in the past year. This particular research plays a role in present books in the supporting technique associated with examining the particular 10-K record, that make utilization of relative expression eq and offers a good setup arrange for experts in addition to traders via procedure for drill down into the particular 10-K textual content.