Intro; Foreword; Message from the General Chairs Dr. Modi Chirag Navinchandra and Dr. Pankaj Kumar Sa; Preface; In Memoriam: Prof. S. K. Jena (1954-2017); Committee: ICACNI 2017; Advisory Board Members; Chief Patron; Patron; General Chairs; Organizing Co-chairs; Program Co-chairs; Technical Program Committee; Organizing Committee; Contents; About the Editors; Data Mining, NLP, Text Mining, Social Media Analysis; 1 Ashtadhyayi-An Experimental Approach to Enhance Programming Languages and Compiler Design Using Panini's Grammar; Abstract; 1 Introduction; 2 Methodology; 3 Experimental Results

4 ConclusionAcknowledgements; References; Movie Box-Office Gross Revenue Estimation; 1 Introduction; 2 Related Work; 3 Proposed Methodology; 3.1 Data Collection; 3.2 Data Cleaning; 3.3 Data Transformation; 4 Estimation Using Regression-Based Modeling; 4.1 Training Split on the Basis of Genre; 4.2 Feature Selection; 5 Multi-genre Analysis; 5.1 Training Split on the Basis of TomatoRating and Screens; 5.2 Local Regression Models; 6 Conclusion; 7 Test on Recent Releases of 2016; References; 3 Classification of Short Text Using Various Preprocessing Techniques: An Empirical Evaluation; Abstract

1 Introduction2 Related Work; 3 Methodology; 3.1 Tweet Preprocessing; 3.2 Representation; 3.3 Classification; 4 Experimental Results and Discussion; 4.1 Dataset Description; 4.2 Experimentation; 4.3 Discussion; 5 Conclusion and Future Work; References; 4 Named Entity Recognition in Text Documents Using a Modified Conditional Random Field; Abstract; 1 Introduction; 2 Related Works; 3 Proposed Solutions; 3.1 Document to Text Converter; 3.2 Pre-processing; 3.3 Belief Network Creation; 3.4 Word Feature Extraction Approaches; 3.5 Modified Conditional Random Field; 4 Experiments and Results

4.1 Named Entity Recognition Efficiency4.2 Accuracy Measure; 5 Conclusion; Acknowledgements; References; 5 Knowledge-Based Text Mining in Getting Perfect Preferences in Job Finding; Abstract; 1 Introduction; 2 Text Mining; 2.1 Knowledge-Based Text Mining; 2.2 R Tool; 3 Problem Identification; 4 Solution to the Problem; 5 Conclusion; References; 6 A Distributed Framework for Real-Time Twitter Sentiment Analysis and Visualization; Abstract; 1 Introduction; 2 Literature Review; 3 Proposed Work; 4 Evaluation Results; 5 Conclusion; References

7 Building an Information Retrieval Apparatus for Kannada Language: A Rule-Based Machine Interpretation System with Noise SuppressionAbstract; 1 Introduction; 1.1 Approaches to Machine Interpretation; 2 Literature Survey; 3 Proposed System; 3.1 Dialect Identification; 3.2 Elucidation; 3.3 Interpretation; 4 Kannada Classification of Suffixes; 5 Conclusion; References; 8 A Context-Aware Fuzzy Classification Technique for OLAP Text Analysis; Abstract; 1 Introduction; 2 Related Work; 3 Methodology; 4 Proposed Context Navigation and Lookup Table in OLAP; 4.1 Context Navigation; 4.2 Look-up Table